All release notes are available at this page .
| Release Notes V1.0.0 |
Date of releaseย 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 |
| ย GlorotUniform | done | done |
| HeNormal | done | done |
| HeUniform | done | done |
| ย Identity | done | done |
| Initializer | done | done |
| ย LecunNormal | done | done |
| LecunUniform | done | done |
| Ones | done | done |
| ย Orthogonal | done | done |
| ย RandomNormal | done | done |
| ย 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 |
| ย 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) | |
| ย AUC | Next release | Next release |
| ย Accuracy | done | Next release |
| ย BinaryAccuracy | done | Next release |
| ย BinaryCrossentropy | done | Next release |
| ย CategoricalAccuracy | done | Next release |
| ย CategoricalCrossentropy | done | Next release |
| ย CategoricalToOneHot | done | Next release |
| ย OneHotToCategorical | done | Next release |
| ย CategoricalHinge | done | Next release |
| ย CosineSimilarity | done | Next release |
| ย FalseNegatives | done | Next release |
| ย FalsePositives | done | Next release |
| ย Hinge | done | Next release |
| ย KLDivergence | done | Next release |
| ย LogCoshError | done | Next release |
| ย Mean | done | Next release |
| ย MeanAbsoluteError | done | Next release |
| ย MeanAbsolutePercentageError | done | Next release |
| ย MeanIoU | done | Next release |
| ย MeanMetricWrapper | Next release | Next release |
| ย MeanRelativeError | done | Next release |
| ย MeanSquaredError | done | Next release |
| ย MeanSquaredLogarithmicError | done | Next release |
| ย MeanTensor | done | Next release |
| ย Poisson | done | Next release |
| ย Precision | done | Next release |
| ย PrecisionAtRecall | done | Next release |
| ย Recall | done | Next release |
| ย RecallAtPrecision | done | Next release |
| ย RootMeanSquaredError | done | Next release |
| ย SensitivityAtSpecificity | done | Next release |
| ย SparseCategoricalAccuracy | done | Next release |
| ย SparseCategoricalCrossentropy | done | Next release |
| ย SparseTopKCategoricalAccuracy | done | Next release |
| ย RocGraph | done | Next release |
| ย PRgraph | done | Next release |
| ย Sensitivity | done | Next release |
| ย Specificity | done | Next release |
| ย SpecificityAtSensitivity | done | Next release |
| ย SquaredHinge | done | Next release |
| ย Sum | done | Next release |
| ย TopKCategoricalAccuracy | done | Next release |
| ย TrueNegatives | done | Next release |
| ย TruePositives | done | Next release |
LabVIEW compatibility versions
LabVIEW 2020 and 2021 are supported with this release.
Version of CUDA API
CUDA 11.7 & ย Cudnn 8.5.0
To make HAIBAL working properly with Cuda, you must use the platform installer tool available in download section.
