HAIBAL 1.2.0

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    Youssef MENJOURYoussef MENJOUR

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      Release Notes V1.2.0

      Date of release

      22 january 2023



      Native LabVIEW GPU (CUDA)
      Add2D done done
      Add3D done done
      Add4D done done
      Additive Attention done Next release
      AlphaDropout2D done done
      AlphaDropout3D done done
      AlphaDropout4D done done
      AlphaDropout5D done done
      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 done
      Cropping2D done done
      Cropping3D done done
      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 done
      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 done
      Multiply2D done done
      Multiply3D done done
      Permute3D done Next release
      Reshape done done
      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




      Functionality Information
      Check loss shape error management was not well wired
      Add Graph to Graph concatenation of two graph is now fixed
      Summary Switch between successors and predessors
      GPU Fixed some memory leak
      MNIST examples Corrected bug in dataloading
      Automatic dimension layer Unique Typedef utilisation
      Weights New weights data management added (same as data management)
      Add more detailed documentations
      GPU management New GPU compatibilities detection functionalities add (get)
      ZeroPadding/Cropping added with cuda
      Conv/Pooling Channel Last Added Conv/ConvTransp/Avg-MaxPool channel_last
      MNIST CNN example Added CPU/GPU functionalities
      HAIBAL 32 HAIBAL is now compatible LabVIEW 32


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