The Cuda integration v2

November 24, 2022

A first version of the Cuda integration is now used on HAIBAL to allow you to get the best out of your NVIDIA graphics card. The next step will be to finish and integrate all the functions (layers, optimizers, metrics). We will also continue to integrate the latest programming innovations from NVIDIA.

 

A first version of the Cuda integration is now used on HAIBAL to allow you to get the best out of your NVIDIA graphic card. The next step will be to finish and integrate all the functions (layers, optimizers, metrics). We will also continue to integrate the latest programming innovations from NVIDIA.

 

HAIBAL IN A FEW FIGURES

  • 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)

 

 

HAIBAL RELEASES

You can consult the latest release notes on this page

 

TIGR1.2.5 release notes

TIGR1.2.5 release notes

All release notes are available at this page .Download link Release NotesV1.2.5 Date of releaseย 30 November 2023 Enhancements: Palette Removal: Removed the LabVIEW version palette. New Palettes...

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TIGR1.2 release notes

TIGR1.2 release notes

All release notes are available at this page .Download link Release NotesV1.2 Date of releaseย 24 Octobre 2023 Features Bugs/Improve Comment Update palette We changed the operation of the palette...

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TIGR1.1.1 release notes

TIGR1.1.1 release notes

All release notes are available at this page .Download link Release NotesV1.1.1 Date of releaseย 30 Septembre 2023 Features Bugs/Improve Comment Update palette โ€“ ROI selector work now in any...

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