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Rubén


Last seen: 2 months ago Active since 2023

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Latency for NN deployment information using DL HDL toolbox
Hello, I'm using Deep Learning HDL Toolbox Support Package For Intel FPGA And SoC Devices to implement a Convolutional Neural N...

4 months ago | 1 answer | 0

1

answer

Question


NN quantification with array calibration data
Hello, I am currently working on a Convolutional Neural Network (CNN) for image classification on an FPGA. I have already impor...

4 months ago | 1 answer | 0

1

answer

Answered
Failed to generate the HDL dlhdl
Hello, I used 'Altera Quartus II' option because it is the only Intel option available as SynthesisTool for dlhdl.ProcessorConf...

5 months ago | 0

| accepted

Question


Failed to generate the HDL dlhdl
Hello, I'm using Matlab Deep Learning HDL Toolbox and and trying to generate a custom processor. I'm using Matlab R2023a and M...

5 months ago | 2 answers | 0

2

answers

Question


Deep Learning HDL Toolbox - Error using dnnfpga.compiler.codegenfpga Index exceeds the number of array elements. Index must not exceed 0.
Hello, I have a Nerual Network imported from keras (TF 2.6). The model imported is working and I would like to configure an In...

8 months ago | 1 answer | 0

1

answer

Question


Error: A Layer Sequence with 'nnet.cnn.layer.BatchNormalizationLayer' immediately following 'nnet.cnn.layer.ReLULayer' is not currently supported.
Hello, I have a pretrained NN imported from TensorFlow in a DAGNetwork object. However, when I try to compile the NN with Dee...

9 months ago | 1 answer | 0

1

answer

Question


change outputlayer in layergraph object
Hello, I have a layerGraph object and I need to remove the output layer because it is not relevant and it is not supported by D...

9 months ago | 1 answer | 0

1

answer

Answered
Error using dnnfpga.compiler.codegenfpga. Layer 'block2b_add' has multiple inputs.
Hello, I tried to merge zero padding layer into group convolution layer because issue https://www.mathworks.com/support/bugrep...

10 months ago | 0

Question


Error using dnnfpga.compiler.codegenfpga. Layer 'block2b_add' has multiple inputs.
Hello, I have a pretrained NN imported from TensorFlow. I have imported and replaced the only one placeholder layer and the DA...

10 months ago | 1 answer | 0

1

answer

Answered
error compiling ResNet50 Deep Learning HDL Toolbox Support Package
The size of the NN is over the 5MB limit. Please, find the "NN.mat" in the following download link: NN.mat

10 months ago | 0

Question


error compiling ResNet50 Deep Learning HDL Toolbox Support Package
Hello, I have a pretrained ResNet50 imported to a DAGNetwork object. The NN is working properly in matlab. However, I'm trying...

11 months ago | 2 answers | 0

2

answers

Question


nnet.keras.layer.FlattenCStyleLayer is not supported
Hello, I've imported a NN in SaveModel fromat from TensorFlow (v2.6). It has a Keras flatten layer and when I try to generate ...

11 months ago | 1 answer | 0

1

answer

Question


Error configuring Nertwork Interface Card (NIC) Deep Learning HDL Toolbox Support Package For Intel FPGA And SoC Devices
I'm trying to configure a NIC (Network Interface Card) for Deep Learning HDL Toolbox Support Package For Intel FPGA And SoC Devi...

11 months ago | 1 answer | 0

1

answer