HAIBAL V1.0.0 release notes

November 23, 2022

All release notes are available at this page .

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
AdditiveAttention 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.

Version of CUDA API

CUDA 11.7 &  Cudnn 8.5.0

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

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