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Bill Chou

MathWorks

Last seen: 2 months ago Active since 2012

Professional Interests: C/C++/CUDA code generation, AI & deep learning, embedded systems, signal processing, image processing

Programming Languages:
C++

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  • Knowledgeable Level 2
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Answered
Machine Learning toolbox and C Code generation: where do the LDA coefficients come from?
Hi Handyman, I checked with our development team and they would need to know a bit more about your code to answer your questi...

6 months ago | 0

Answered
MATLAB Coder: How do I build TensorFlow Lite for Deep Learning C++ code generation and deployment?
Note: The following applies to R2023a and newer releases of MATLAB Coder and TensorFlow Lite library version 2.8 as described he...

10 months ago | 0

| accepted

Answered
MATLAB Coder: How do I build TensorFlow Lite for Deep Learning C++ code generation and deployment?
Note: The following applies to R2022b and older releases of MATLAB Coder and TensorFlow Lite library version 2.4.1 as described ...

1 year ago | 0

Answered
MATLAB Coder: How do I build the Arm CMSIS-NN library for Deep Learning 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...

1 year ago | 0

| accepted

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...

2 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...

2 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...

2 years ago | 0

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 ...

2 years ago | 0

Answered
MATLAB Coder: How do I build the Arm CMSIS-NN library for Deep Learning 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...

2 years ago | 0

Question


MATLAB Coder: How do I build TensorFlow Lite for Deep Learning C++ code generation and deployment?
I see a few deep learning networks supported for code generation using MATLAB Coder: Deep Learning Networks and Layers Supporte...

2 years ago | 2 answers | 0

2

answers

Question


MATLAB Coder: How do I build the Arm CMSIS-NN library for Deep Learning C code generation and deployment?
I see a few deep learning networks supported for code generation using MATLAB Coder: Deep Learning Networks and Layers Supporte...

2 years ago | 2 answers | 0

2

answers

Answered
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 ...

3 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...

3 years ago | 1 answer | 0

1

answer

Answered
MATLAB Coder: How do I build the Intel MKL-DNN library for Deep Learning 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 newer releases,...

3 years ago | 3

| accepted

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...

3 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...

3 years ago | 1 answer | 0

1

answer

Answered
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...

3 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...

3 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...

3 years ago | 1 answer | 0

1

answer

Answered
Installation failure for MATLAB Coder Interface for Deep Learning Libraries and GPU Coder Interface for Deep Learning Libraries support packages in MATLAB R2020b release
Due to dependencies amongst the following support packages (please note the version numbers below): MATLAB Coder Interface for ...

3 years ago | 2

| accepted

Question


Installation failure for MATLAB Coder Interface for Deep Learning Libraries and GPU Coder Interface for Deep Learning Libraries support packages in MATLAB R2020b release
In R2020b, when trying to install the MATLAB Coder Interface for Deep Learning Libraries or GPU Coder Interface for Deep Learnin...

3 years ago | 1 answer | 0

1

answer

Answered
GPU Coder: nvlink error when targeting NVIDIA Jetson/DRIVE with debugging enabled
Background gpucoder.sort()takes advantage of the Thrust Library for generating kernels on the GPU. Certain Thrust APIs take ad...

3 years ago | 0

| accepted

Question


GPU Coder: nvlink error when targeting NVIDIA Jetson/DRIVE with debugging enabled
I encounter the same error when targeting NVIDIA Jetson & DRIVE with debugging enabled. In Simulink: I have a Simulink model...

3 years ago | 1 answer | 0

1

answer

Submitted


SimpleClass
Simple example to illustrate generating C++ class from a MATLAB class using MATLAB Coder (R2020a and newer).

4 years ago | 3 downloads |

Answered
MATLAB Coder: How do I build the Intel MKL-DNN library for Deep Learning C++ code generation and deployment?
Note: The following applies to R2020a and R2020b releases of MATLAB Coder and MKL-DNN v1.0 as described here. For newer releases...

4 years ago | 2

Answered
Getting code for PLC from MPC controler
Yes, you can generate either structured text or C/C++ code from MPC controller. Here's an example that walks through the process...

4 years ago | 0

Answered
Is it possible to compile C# code in Matlab?
Another possible approach is to have the final program running in C# outside of MATLAB. In this case, you could use MATLAB Coder...

4 years ago | 0

Answered
Integrating Matlab Coder with c#
Yes, it's possible to use MATLAB Coder to integrate with C# applications. One would need to make some manually changes at the in...

4 years ago | 2

Answered
How to convert from MATLAB solver to C# code
Yes, it's possible to use MATLAB Coder to integrate with C# applications. One would need to make some manually changes at the in...

4 years ago | 0

Answered
Alternative to embedded coder for home users
Hi Prashant, Thanks for your interest in using Embedded Coder with MATLAB Home. We're always looking for feedback from custom...

4 years ago | 2

| accepted

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