HAIBAL 1.0.0

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    Youssef MENJOURYoussef MENJOUR
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      Release Notes
      V1.0.0

      Date of release

      12 december 2022

      Features

      Layers

      Native LabVIEW GPU (CUDA)
      Add2D done done
      Add3D done done
      Add4D done done
      Additive Attention done Next release
      AlphaDropout2D done Next release
      AlphaDropout3D done Next release
      AlphaDropout4D done Next release
      AlphaDropout5D done Next release
      Attention done Next release
      Average2D done done
      Average3D done done
      Average4D done done
      AvgPool1D done done
      AvgPool2D done done
      AvgPool3D done done
      BatchNormalization2D done done
      BatchNormalization3D done done
      BatchNormalization4D done done
      BatchNormalization5D done done
      BatchNormalization6D done done
      Bidirectional done done
      Concatenate done done
      Conv1D done done
      Conv1DTranspose done done
      Conv2D done done
      Conv2DTranspose done done
      Conv3D done done
      Conv3DTranspose done done
      ConvLSTM1D done Next release
      ConvLSTM2D done Next release
      ConvLSTM3D done Next release
      Cropping1D done Next release
      Cropping2D done Next release
      Cropping3D done Next release
      Dense done done
      DepthwiseConv2D done Next release
      Dropout2D done done
      Dropout3D done done
      Dropout4D done done
      Dropout5D done done
      Embedding done Next release
      Flatten done Next release
      GaussianDropout2D done Next release
      GaussianDropout3D done Next release
      GaussianDropout4D done Next release
      GaussianDropout5D done Next release
      GaussianNoise2D done Next release
      GaussianNoise3D done Next release
      GaussianNoise4D done Next release
      GaussianNoise5D done Next release
      GlobalAvgPool1D done done
      GlobalAvgPool2D done done
      GlobalAvgPool3D done done
      GlobalMaxPool1D done done
      GlobalMaxPool2D done done
      GlobalMaxPool3D done done
      GRU done done
      LayerNormalization2D done Next release
      LayerNormalization3D done Next release
      LayerNormalization4D done Next release
      LayerNormalization5D done Next release
      LSTM done done
      MaxPool1D done done
      MaxPool2D done done
      MaxPool3D done done
      MultiHeadAttention done Next release
      Multiply2D done done
      Multiply3D done done
      Permute3D done Next release
      Reshape done Next release
      RNN done done
      SeparableConv1D done Next release
      SeparableConv2D done Next release
      SimpleRNN done done
      SpatialDropout1D done Next release
      SpatialDropout2D done Next release
      SpatialDropout3D done Next release
      Substract2D done done
      Substract3D done done
      Substract4D done done
      Substract5D done done
      TimeDistributed done Next release
      UpSampling1D done done
      UpSampling2D done done
      UpSampling3D done done
      ZeroPadding1D done done
      ZeroPadding2D done done
      ZeroPadding3D done done

       

      Activations

      Native LabVIEW GPU (CUDA)
      deserialize done done
      elu done done
      gelu done done
      get done done
      hard_sigmoid done done
      linear done done
      relu done done
      selu done done
      serialize done done
      sigmoid done done
      softmax done done
      softplus done done
      softsign done done
      swish done done
      tanh done done

       

      Initializers

      Native LabVIEW GPU (CUDA)
      Constant done done
      GlorotNormal done done
       GlorotUniform done done
      HeNormal done done
      HeUniform done done
       Identity done done
      Initializer done done
       LecunNormal done done
      LecunUniform done done
      Ones done done
       Orthogonal done done
       RandomNormal done done
       RandomUniform done done
      TruncatedNormal done done
      VarianceScaling done done
      Zeros done done
      constant done done
      glorot_normal done done
      glorot_uniform done done
      he_normal done done
      he_uniform done done
      identity done done

       

      Optimizers

      Native LabVIEW GPU (CUDA)
      Adadelta done done
      Adagrad done done
       Adam done done
      Adamax done done
      Ftrl Next release Next release
      Nadam done done
      RMSprop done done
      SGD done done
      Inertia done done
      Nesterov done done

       

      Metrics

      Native LabVIEW GPU (CUDA)
       AUC Next release Next release
       Accuracy done Next release
       BinaryAccuracy done Next release
       BinaryCrossentropy done Next release
       CategoricalAccuracy done Next release
       CategoricalCrossentropy done Next release
       CategoricalToOneHot done Next release
       OneHotToCategorical done Next release
       CategoricalHinge done Next release
       CosineSimilarity done Next release
       FalseNegatives done Next release
       FalsePositives done Next release
       Hinge done Next release
       KLDivergence done Next release
       LogCoshError done Next release
       Mean done Next release
       MeanAbsoluteError done Next release
       MeanAbsolutePercentageError done Next release
       MeanIoU done Next release
       MeanMetricWrapper Next release Next release
       MeanRelativeError done Next release
       MeanSquaredError done Next release
       MeanSquaredLogarithmicError done Next release
       MeanTensor done Next release
       Poisson done Next release
       Precision done Next release
       PrecisionAtRecall done Next release
       Recall done Next release
       RecallAtPrecision done Next release
       RootMeanSquaredError done Next release
       SensitivityAtSpecificity done Next release
       SparseCategoricalAccuracy done Next release
       SparseCategoricalCrossentropy done Next release
       SparseTopKCategoricalAccuracy done Next release
       RocGraph done Next release
       PRgraph done Next release
        Sensitivity done Next release
       Specificity done Next release
       SpecificityAtSensitivity done Next release
       SquaredHinge done Next release
       Sum done Next release
       TopKCategoricalAccuracy done Next release
       TrueNegatives done Next release
       TruePositives done Next release

       

      LabVIEW compatibility versions

      LabVIEW 2020 and 2021 are supported with this release.

      To make HAIBAL working properly with Cuda, you must use the platform installer tool available in download section.

       

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