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.
