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Answered
MATLAB Coder: How do I setup the environment variables on ARM targets to point to the ARM Compute Library?
Note: The following applies to R2023a and newer releases of MATLAB Coder. Starting with Release R2023a, we recommend users to ...
MATLAB Coder: How do I setup the environment variables on ARM targets to point to the ARM Compute Library?
Note: The following applies to R2023a and newer releases of MATLAB Coder. Starting with Release R2023a, we recommend users to ...
5 days ago | 0
| accepted
Answered
MATLAB Coder: How do I build the Arm CMSIS-NN library for Deep Learning C/C++ code generation and deployment?
Note: The following applies to R2023a and newer releases of MATLAB Coder. Starting with Release R2023a, we recommend users to ...
MATLAB Coder: How do I build the Arm CMSIS-NN library for Deep Learning C/C++ code generation and deployment?
Note: The following applies to R2023a and newer releases of MATLAB Coder. Starting with Release R2023a, we recommend users to ...
5 days ago | 0
| accepted
Answered
MATLAB Coder: How do I build the Intel MKL-DNN library for Deep Learning C/C++ code generation and deployment?
Note: The following applies to R2023a and newer releases of MATLAB Coder. Starting with Release R2023a, we recommend users to ...
MATLAB Coder: How do I build the Intel MKL-DNN library for Deep Learning C/C++ code generation and deployment?
Note: The following applies to R2023a and newer releases of MATLAB Coder. Starting with Release R2023a, we recommend users to ...
5 days ago | 0
| accepted
Answered
How do I build LiteRT Library (formerly TensorFlow Lite) to execute deep learning models using the LiteRT interpreter on embedded boards?
For MATLAB Release 2026a and newer, use the new MATLAB Coder Support Package for PyTorch and LiteRT Models to generate C/C++/CUD...
How do I build LiteRT Library (formerly TensorFlow Lite) to execute deep learning models using the LiteRT interpreter on embedded boards?
For MATLAB Release 2026a and newer, use the new MATLAB Coder Support Package for PyTorch and LiteRT Models to generate C/C++/CUD...
5 days ago | 0
| accepted
Answered
How to generate code for a Deep Learning network imported from PyTorch?
If you continue to encounter errors generating code from dlnetwork objects imported from PyTorch or TensorFlow models, starting ...
How to generate code for a Deep Learning network imported from PyTorch?
If you continue to encounter errors generating code from dlnetwork objects imported from PyTorch or TensorFlow models, starting ...
2 months ago | 0
Answered
How do I benchmark deep learning code (C/C++/CUDA) to compare performance of the generated code running on CPUs and GPUs?
You can use the dlCodegenBench function to benchmark the runtime performance of deep learning models running as C/C++/CUDA code ...
How do I benchmark deep learning code (C/C++/CUDA) to compare performance of the generated code running on CPUs and GPUs?
You can use the dlCodegenBench function to benchmark the runtime performance of deep learning models running as C/C++/CUDA code ...
10 months ago | 2
| accepted
Question
How do I benchmark deep learning code (C/C++/CUDA) to compare performance of the generated code running on CPUs and GPUs?
I'm looking at different deep learning networks (e.g. squeezenet, mobilenet, etc) and I want to be able to profile on different ...
10 months ago | 1 answer | 0
1
answerAnswered
How do I build LiteRT Library (formerly TensorFlow Lite) to execute deep learning models using the LiteRT interpreter on embedded boards?
Note: The following applies to R2024a (Update 1) and newer releases of MATLAB Coder and TensorFlow Lite library version 2.15 as ...
How do I build LiteRT Library (formerly TensorFlow Lite) to execute deep learning models using the LiteRT interpreter on embedded boards?
Note: The following applies to R2024a (Update 1) and newer releases of MATLAB Coder and TensorFlow Lite library version 2.15 as ...
2 years ago | 1
Answered
MATLAB Coder: How do I build the ARM Compute Library for Deep Learning C/C++ code generation and deployment?
Note: The following applies to R2023a and newer releases of MATLAB Coder. Starting with Release R2023a, we recommend users to ...
MATLAB Coder: How do I build the ARM Compute Library for Deep Learning C/C++ code generation and deployment?
Note: The following applies to R2023a and newer releases of MATLAB Coder. Starting with Release R2023a, we recommend users to ...
2 years ago | 1
| accepted
Answered
MATLAB Coder: Why am I receiving Invalid MEX-file error when trying to load a TensorFlowLite model with loadTFLiteModel after upgrading to Update 1 of R2024a release?
In Update 1 of MATLAB R2024a version released on April 16, 2024, an incompatibility was introduced for the "Deep Learning Toolbo...
MATLAB Coder: Why am I receiving Invalid MEX-file error when trying to load a TensorFlowLite model with loadTFLiteModel after upgrading to Update 1 of R2024a release?
In Update 1 of MATLAB R2024a version released on April 16, 2024, an incompatibility was introduced for the "Deep Learning Toolbo...
2 years ago | 0
| accepted
Question
MATLAB Coder: Why am I receiving Invalid MEX-file error when trying to load a TensorFlowLite model with loadTFLiteModel after upgrading to Update 1 of R2024a release?
I'm using MATLAB Coder and I upgrade to Update 1 of R2024a release. When I try to use the loadTFLiteModel API using the Deep Lea...
2 years ago | 1 answer | 0
1
answerAnswered
What is the meaning of the variables in the C generated code of a Linear Discriminant Analysis model trained in MATLAB?
Hi Handyman, I checked with our development team and they would need to know a bit more about your code to answer your questi...
What is the meaning of the variables in the C generated code of a Linear Discriminant Analysis model trained in MATLAB?
Hi Handyman, I checked with our development team and they would need to know a bit more about your code to answer your questi...
3 years ago | 0
Answered
How do I build LiteRT Library (formerly TensorFlow Lite) to execute deep learning models using the LiteRT interpreter on embedded boards?
Note: The following applies to R2023a to R2024a of MATLAB Coder and TensorFlow Lite library version 2.8 as described here. For n...
How do I build LiteRT Library (formerly TensorFlow Lite) to execute deep learning models using the LiteRT interpreter on embedded boards?
Note: The following applies to R2023a to R2024a of MATLAB Coder and TensorFlow Lite library version 2.8 as described here. For n...
3 years ago | 0
Answered
How do I build LiteRT Library (formerly TensorFlow Lite) to execute deep learning models using the LiteRT interpreter on embedded boards?
Note: The following applies to R2022b and older releases of MATLAB Coder and TensorFlow Lite library version 2.4.1 as described ...
How do I build LiteRT Library (formerly TensorFlow Lite) to execute deep learning models using the LiteRT interpreter on embedded boards?
Note: The following applies to R2022b and older releases of MATLAB Coder and TensorFlow Lite library version 2.4.1 as described ...
4 years ago | 0
Answered
MATLAB Coder: How do I build the Arm CMSIS-NN library for Deep Learning C/C++ code generation and deployment?
To generate and run C code for deep neural networks on Cortex-M hardware, you must have the CMSIS-NN library. See the post below...
MATLAB Coder: How do I build the Arm CMSIS-NN library for Deep Learning C/C++ code generation and deployment?
To generate and run C code for deep neural networks on Cortex-M hardware, you must have the CMSIS-NN library. See the post below...
4 years ago | 0
Answered
Difference between Simulink Coder and Embedded Coder
As others have mentioned: MATLAB Coder enables users to generate C/C++ code from MATLAB algorithms Simulink Coder does the sam...
Difference between Simulink Coder and Embedded Coder
As others have mentioned: MATLAB Coder enables users to generate C/C++ code from MATLAB algorithms Simulink Coder does the sam...
4 years ago | 0
Answered
Embedded coder,matlab coder, simulink coder ?
As others have mentioned: MATLAB Coder enables users to generate C/C++ code from MATLAB algorithms Simulink Coder does the sam...
Embedded coder,matlab coder, simulink coder ?
As others have mentioned: MATLAB Coder enables users to generate C/C++ code from MATLAB algorithms Simulink Coder does the sam...
4 years ago | 1
Answered
Difference between Simulink Coder, Embedded Coder and Matlab Coder
As others have mentioned: MATLAB Coder enables users to generate C/C++ code from MATLAB algorithms Simulink Coder does the sam...
Difference between Simulink Coder, Embedded Coder and Matlab Coder
As others have mentioned: MATLAB Coder enables users to generate C/C++ code from MATLAB algorithms Simulink Coder does the sam...
4 years ago | 1
Answered
Can matlab coder generate C code more intelligently based on human language expressions?
Hi Cui, Thanks for your feedback. We're interested in customer feedback to make MATLAB Coder better for users. If you'd like ...
Can matlab coder generate C code more intelligently based on human language expressions?
Hi Cui, Thanks for your feedback. We're interested in customer feedback to make MATLAB Coder better for users. If you'd like ...
4 years ago | 0
Answered
MATLAB Coder: How do I build the Arm CMSIS-NN library for Deep Learning C/C++ code generation and deployment?
This is an old answer that has since been updated, and is kept here for reference only. Please see this post for up-to-date inst...
MATLAB Coder: How do I build the Arm CMSIS-NN library for Deep Learning C/C++ code generation and deployment?
This is an old answer that has since been updated, and is kept here for reference only. Please see this post for up-to-date inst...
4 years ago | 0
Question
How do I build LiteRT Library (formerly TensorFlow Lite) to execute deep learning models using the LiteRT interpreter on embedded boards?
I am using Deep Learning Toolbox Interface for LiteRT Library and I am trying to run MATLAB simulations where the LiteRT (former...
4 years ago | 4 answers | 0
4
answersQuestion
MATLAB Coder: How do I build the Arm CMSIS-NN library for Deep Learning C/C++ code generation and deployment?
I'm looking to generate code from my deep learning network (like mobilenet, resnet, squeezenet, etc) to run on ARM Cortex-M proc...
4 years ago | 3 answers | 0
3
answersAnswered
How to deploy deep learning networks for Hardware-in-the-Loop (HIL) simulation with, for example, dSpace and Speedgoat hardware systems?
See the post here: How to deploy deep learning networks for Hardware-in-the-Loop (HIL) simulation with, for example, Speedgoat ...
How to deploy deep learning networks for Hardware-in-the-Loop (HIL) simulation with, for example, dSpace and Speedgoat hardware systems?
See the post here: How to deploy deep learning networks for Hardware-in-the-Loop (HIL) simulation with, for example, Speedgoat ...
5 years ago | 0
| accepted
Question
How to deploy deep learning networks for Hardware-in-the-Loop (HIL) simulation with, for example, dSpace and Speedgoat hardware systems?
I would like to deploy deep learning networks for Hardware-in-the-Loop (HIL) testing. My group has access to dSpace and Speedgoa...
5 years ago | 1 answer | 0
1
answerAnswered
MATLAB Coder: How do I build the Intel MKL-DNN library for Deep Learning C/C++ code generation and deployment?
Note: The following applies to R2021a and newer releases of MATLAB Coder and MKL-DNN v1.4 as described here. For older releases,...
MATLAB Coder: How do I build the Intel MKL-DNN library for Deep Learning C/C++ code generation and deployment?
Note: The following applies to R2021a and newer releases of MATLAB Coder and MKL-DNN v1.4 as described here. For older releases,...
5 years ago | 4
Answered
What do I see performance and numerical accuracy issues with quantized INT8 deep learning networks using GPU Coder in R2021a?
In R2021a, GPU Coder supports cuDNN 8.1.0. For more information, see Installing Prerequisite Products (GPU Coder). It is recomme...
What do I see performance and numerical accuracy issues with quantized INT8 deep learning networks using GPU Coder in R2021a?
In R2021a, GPU Coder supports cuDNN 8.1.0. For more information, see Installing Prerequisite Products (GPU Coder). It is recomme...
5 years ago | 0
| accepted
Question
What do I see performance and numerical accuracy issues with quantized INT8 deep learning networks using GPU Coder in R2021a?
I’m generating code for a quantized deep learning network using GPU Coder but experiencing performance and numerical accuracy is...
5 years ago | 1 answer | 0
1
answerAnswered
Why Embedded coder is not available for student license?
Hi Ermanas, Unfortunately Embedded Coder isn't available for Student Version. Currently MATLAB Coder and Simulink Coder are ava...
Why Embedded coder is not available for student license?
Hi Ermanas, Unfortunately Embedded Coder isn't available for Student Version. Currently MATLAB Coder and Simulink Coder are ava...
5 years ago | 0
| accepted
Answered
How do I use GPU Coder generated CUDA code with the NVIDIA Docker Containers?
It is possible to integrate GPU Coder generated code with an NVIDIA docker image. This workflow uses the GPU Coder Support Packa...
How do I use GPU Coder generated CUDA code with the NVIDIA Docker Containers?
It is possible to integrate GPU Coder generated code with an NVIDIA docker image. This workflow uses the GPU Coder Support Packa...
5 years ago | 2
| accepted
Question
How do I use GPU Coder generated CUDA code with the NVIDIA Docker Containers?
I'm using GPU Coder to generate code that runs on NVIDIA Jetson boards. My company has a process where we need to deploy them vi...
5 years ago | 1 answer | 0
