├── LICENSE ├── README.md ├── ROADMAP.md ├── data ├── adult │ └── get_adult.sh ├── cifar10 │ └── get_cifar10.sh └── mnist │ └── get_mnist.sh ├── doc └── creating-jars.md ├── ec2 ├── cloud-config.txt ├── deploy.generic │ └── root │ │ └── spark-ec2 │ │ └── ec2-variables.sh ├── spark-ec2 └── spark_ec2.py ├── models ├── adult │ └── adult.prototxt ├── bvlc_reference_caffenet │ ├── solver.prototxt │ └── train_val.prototxt ├── cifar10 │ ├── cifar10_quick_solver.prototxt │ └── cifar10_quick_train_test.prototxt ├── tensorflow │ ├── alexnet │ │ ├── alexnet_graph.pb │ │ └── alexnet_graph.py │ └── mnist │ │ ├── mnist_graph.pb │ │ └── mnist_graph.py └── test │ └── test.prototxt ├── pom.xml ├── project └── plugins.sbt ├── scripts └── put_imagenet_on_s3.py └── src ├── main ├── java │ └── libs │ │ ├── JavaNDArray.java │ │ ├── JavaNDUtils.java │ │ └── TensorFlowHelper.java └── scala │ ├── apps │ ├── CifarApp.scala │ ├── FeaturizerApp.scala │ ├── ImageNetApp.scala │ ├── MnistApp.scala │ └── TFImageNetApp.scala │ ├── libs │ ├── CaffeNet.scala │ ├── CaffeSolver.scala │ ├── CaffeWeightCollection.scala │ ├── JavaCPPUtils.scala │ ├── Logger.scala │ ├── NDArray.scala │ ├── Preprocessor.scala │ ├── TensorFlowNet.scala │ ├── TensorFlowUtils.scala │ ├── TensorFlowWeightCollection.scala │ └── WorkerStore.scala │ ├── loaders │ ├── CifarLoader.scala │ ├── ImageNetLoader.scala │ └── MnistLoader.scala │ └── preprocessing │ └── ScaleAndConvert.scala └── test └── scala ├── README.md ├── apps └── LoadAdultDataSpec.scala └── libs ├── CaffeNetSpec.scala ├── CaffeWeightCollectionSpec.scala ├── NDArraySpec.scala ├── PreprocessorSpec.scala └── TensorFlowNetSpec.scala /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amplab/SparkNet/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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