![]() ![]() SequenceUnfoldingLayer (Deep Learning Toolbox)Ī sequence unfolding layer restores the sequence structure of Generation does not support 'Normalization' Must be a constant during code generation. Image sequence inputs, the height, width, and the number of channels The TensorRT library support only vector inputįor vector sequence inputs, the number ofįeatures must be a constant during code generation. The cuDNN library supports vector and 2-D image SequenceInputLayer (Deep Learning Toolbox)Ī sequence input layer inputs sequence data to a Use a sequence folding layer to performĬonvolution operations on time steps of image sequences SequenceFoldingLayer (Deep Learning Toolbox)Ī sequence folding layer converts a batch of image sequences toĪ batch of images. The StateActivationFunction property must be set 'recurrent-bias-after-multiplication' resetĪn LSTM layer learns long-term dependencies between time steps GateActivationFunction property must be setĪ flatten layer collapses the spatial dimensions of the inputĪ GRU layer learns dependencies between time steps in time StateActivationFunction property must be set Learn from the complete time series at each time These dependencies can be useful when you want the network to Long-term dependencies between time steps of time series or sequenceĭata. Input LayersĪ bidirectional LSTM (BiLSTM) layer learns bidirectional The following layers are supported for code generation by GPU Coder for the target deep learning libraries specified in the table. For more information, see yolov2Layers (Computer Vision Toolbox) You only look once version 2 convolutional neural network based object detector. The syntax xception('Weights','none') is not supported for code generation. For the pretrained Xception model, see xception (Deep Learning Toolbox). The syntax vgg19('Weights','none') is not supported for code generation. For the pretrained VGG-19 model, see vgg19 (Deep Learning Toolbox). The syntax vgg16('Weights','none') is not supported for code generation. For the pretrained VGG-16 model, see vgg16 (Deep Learning Toolbox). The syntax squeezenet('Weights','none') is not supported for code generation. For the pretrained SqueezeNet models, see squeezenet (Deep Learning Toolbox). For more information, see segnetLayers (Computer Vision Toolbox). Multi-class pixelwise segmentation network. The syntax resnetXX('Weights','none') is not supported for code generation. For the pretrained ResNet models, see resnet50 (Deep Learning Toolbox), resnet18 (Deep Learning Toolbox), and resnet101 (Deep Learning Toolbox). ResNet-18, ResNet-50, and ResNet-101 convolutional neural networks. For the pretrained NASNet-Mobile model, see nasnetmobile (Deep Learning Toolbox). NASNet-Mobile convolutional neural network. For the pretrained NASNet-Large model, see nasnetlarge (Deep Learning Toolbox). NASNet-Large convolutional neural network. The syntax mobilenetv2('Weights','none') is not supported for code generation. For the pretrained MobileNet-v2 model, see mobilenetv2 (Deep Learning Toolbox). MobileNet-v2 convolutional neural network. The syntax inceptionv3('Weights','none') is not supported for code generation. For the pretrained Inception-v3 model, see inceptionv3 (Deep Learning Toolbox). Inception-v3 convolutional neural network. For the pretrained Inception-ResNet-v2 model, see inceptionresnetv2 (Deep Learning Toolbox). Inception-ResNet-v2 convolutional neural network. The syntax googlenet('Weights','none') is not supported for code generation. For the pretrained GoogLeNet model, see googlenet (Deep Learning Toolbox). Pretrained EfficientNet-b0 model, see efficientnetb0 (Deep Learning Toolbox). The syntax densenet201('Weights','none') is not supported for code generation.ĮfficientNet-b0 convolutional neural network. For the pretrained DenseNet-201 model, see densenet201 (Deep Learning Toolbox). For more information, see deeplabv3plusLayers (Computer Vision Toolbox).ĭenseNet-201 convolutional neural network. The syntax darknet53('Weights','none') is not supported for code generation.ĭeepLab v3+ convolutional neural network. for more information, see darknet53 (Deep Learning Toolbox). The syntax darknet19('Weights','none') is not supported for code generation.ĭarknet-53 convolutional neural network. For more information, see darknet19 (Deep Learning Toolbox). For importing a pretrained network from Caffe, see importCaffeNetwork (Deep Learning Toolbox).ĭarknet-19 convolutional neural network. The syntax alexnet('Weights','none') is not supported for code generation.Ĭonvolutional neural network models from Caffe. For the pretrained AlexNet model, see alexnet (Deep Learning Toolbox). ![]()
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