Demos Applications Components Optimizers Experiments Datasets

Network Layers

Java 8 Neural Networks with CuDNN and Aparapi


Project maintained by SimiaCryptus Java, CuDNN, and CUDA are others' trademarks. No endorsement is implied.

Network Layers

These notebooks provide standard documentation and validation for all differentiable network components.

  1. com.simiacryptus.mindseye.layers.cudnn.ActivationLayer

    Description: The generic Activation layer, exposing the activation types provided by CuDNN. This layer is stateless and isdetermined by a univariate function, e.g. ReLU or Sigmoid.

    1. ReLu_Float

      Description: Configured with float (32-bit) precision, y=x<0?0:x

      Status: AssertionError

    2. Sigmoid_Float

      Description: Configured with float (32-bit) precision using the Sigmoid function

      Status: AssertionError

  2. com.simiacryptus.mindseye.layers.cudnn.ConvolutionLayer

    Description: This is the general convolution layer, allowing any number of input and output bands. During execution it delegatesprocessing to a dynamically created subbnet created using SimpleConvolutionLayer and ImgConcatLayer to implement themore general layer contract.

    1. Float

      Description: Test using 32-bit precision with a radius of 1

      Status: AssertionError

    2. IrregularTest_Float

      Description: Convert from 7 bands to 5; this is meant to not divide evenly for testing. (32-bit)

      Status: AssertionError

  3. com.simiacryptus.mindseye.layers.cudnn.FullyConnectedLayer

    Description: A dense matrix operator using vector-matrix multiplication. Represents a fully connected layer of synapses, where allinputs are connected to all outputs via seperate coefficients.

    1. Basic

      Description: Basic Test

      Status: AssertionError

  4. com.simiacryptus.mindseye.layers.cudnn.ImgBandBiasLayer

    Description: Adds a scalar offset to the input based on color band (3rd tensor dimension)

    1. Float

      Description: Basic 32-bit run

      Status: AssertionError

  5. com.simiacryptus.mindseye.layers.cudnn.ImgConcatLayer

    Description: Concatenates two or more inputs, assuming they have the same width and height, to produce an image with both inputs’color bands. (e.g. Used in Inception modules in GoogLeNet.)

    1. BandLimitTest

      Description: Test truncation feature that limits the image to N bands, discarding the last as needed.

      Status: ExecutionException \/ GpuError

  6. com.simiacryptus.mindseye.layers.cudnn.RescaledSubnetLayer

    Description: This layer works as a scaling function, similar to a father wavelet. Allows convolutional and pooling layers to workacross larger image regions. Implemented via CuDNN.

    1. Basic

      Description: Basic Test

      Status: InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ 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InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ InvocationTargetException \/ StackOverflowError

  7. com.simiacryptus.mindseye.layers.cudnn.SimpleConvolutionLayer

    Description: This convolution layer only supports an equal number of input and output bands. It is used as the foundationalcomponent for ConvolutionLayer, since the CuDNN api has this restriction (in recent versions).

    1. Image_Float

      Description: Typical 3x3 image convolution (32-bit)

      Status: AssertionError

  8. com.simiacryptus.mindseye.layers.java.AvgImageBandLayer

    Description: Reduces each band of an image to its average (arithmetic mean) value.

    1. Basic

      Description: Basic Test

      Status: AssertionError

  9. com.simiacryptus.mindseye.layers.java.AvgMetaLayer

    Description: Computes the average value for each element across all elements of an execution batch. The output batch size willalways be one.

    1. Basic

      Description: Basic Test

      Status: AssertionError

  10. com.simiacryptus.mindseye.layers.java.BinaryEntropyActivationLayer

    Description: The type Binary entropy activation layer.

    1. Basic

      Description: Basic Test

      Status: ExecutionException \/ AssertionError

  11. com.simiacryptus.mindseye.layers.java.BinaryNoiseLayer

    Description: The type Binary noise layer.

    1. Basic

      Description: Basic Test

      Status: AssertionError

  12. com.simiacryptus.mindseye.layers.java.CrossDotMetaLayer

    Description: The type Cross dot meta layer.

    1. Basic

      Description: Basic Test

      Status: ArrayIndexOutOfBoundsException

  13. com.simiacryptus.mindseye.layers.java.EntropyLayer

    Description: The type Entropy layer.

    1. Basic

      Description: Basic Test

      Status: AssertionError

  14. com.simiacryptus.mindseye.layers.java.MaxMetaLayer

    Description: The type Max meta layer.

    1. Basic

      Description: Basic Test

      Status: AssertionError

  15. com.simiacryptus.mindseye.layers.java.NormalizationMetaLayer

    Description: The type Normalization meta layer.

    1. Basic

      Description: Basic Test

      Status: AssertionError

  16. com.simiacryptus.mindseye.layers.java.Sparse01MetaLayer

    Description: The type Sparse 01 meta layer.

    1. Basic

      Description: Basic Test

      Status: AssertionError

  17. com.simiacryptus.mindseye.layers.java.StdDevMetaLayer

    Description: The type Std dev meta layer.

    1. Basic

      Description: Basic Test

      Status: ArrayIndexOutOfBoundsException

  18. com.simiacryptus.mindseye.layers.java.SumMetaLayer

    Description: The type Sum meta layer.

    1. Basic

      Description: Basic Test

      Status: AssertionError

  19. com.simiacryptus.mindseye.network.PipelineNetwork

    Description: A simple network architecture based on the assumption of a linear sequence of components. Each component addedbecomes the new head node, and a default add method appends a new node on the existing head.

    1. Chained

      Description:

      Status: AssertionError

    2. FloatConvolutionNetwork

      Description: Expands the an example low-level network implementing general convolutions. (32-bit)

      Status: AssertionError