Coding of deep learning layers in labview

September 23, 2021

All layer are now coded in native labview. First test of importe HDF5 from Keras Tensorflow and a graph generator success.

 

STATUS OF THE LAYER DEVELOPED IN NATIVE LABVIEW

  • 16 activation functions (ELU, Exponential, GELU, HardSigmoid, LeakyReLU, Linear, PRELU, ReLU, SELU, Sigmoid, SoftMax, SoftPlus, SoftSign, Swish, TanH, ThresholdedReLU)
  • 84 functional layers (Dense, Conv, MaxPool, RNN, Dropoutโ€ฆ)
  • 14 loss functions (BinaryCrossentropy, BinaryCrossentropyWithLogits, Crossentropy, CrossentropyWithLogits, Hinge, Huber, KLDivergence, LogCosH, MeanAbsoluteError, MeanAbsolutePercentage, MeanSquare, MeanSquareLog, Poisson, SquaredHinge)
  • 15 initialization functions (Constant, GlorotNormal, GlorotUniform, HeNormal, HeUniform, Identity, LeCunNormal, LeCunUniform, Ones, Orthogonal, RandomNormal, Random,Uniform, TruncatedNormal, VarianceScaling, Zeros)
  • 7 optimizers (Adagrad, Adam, Inertia, Nadam, Nesterov, RMSProp, SGD)

WORK IN PROGRESS & COMING SOON

Work is far to be finished and we still have a lot of development to do. In short, we are doing our best to release the first version of our library as soon as possible.

Still a little patience โ€ฆ

HAIBAL 1.2.1 release notes

HAIBAL 1.2.1 release notes

All release notes are available at this page .Download link Release NotesV1.2.1 Date of releaseย 02 february 2023 Features Layers Native LabVIEW GPU (CUDA) Add2D done done Add3D done done Add4D done...

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HAIBAL 1.2.0 release notes

HAIBAL 1.2.0 release notes

All release notes are available at this page .Download link Release NotesV1.2.0 Date of releaseย 22 january 2022 Features Layers Native LabVIEW GPU (CUDA) Add2D done done Add3D done done Add4D done...

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HAIBAL 1.1.0 release notes

HAIBAL 1.1.0 release notes

All release notes are available at this page .Download link Release NotesV1.1.0 Date of releaseย 11 january 2022 Optimizers Functionality Status Information ConvLSTM1D/2D/3D, LSTM fixed bias...

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