Search results: tag:"coder-tips" - MATLAB Answers

13 questions found in Answers

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1

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How do I benchmark deep learning code (C/C++/CUDA) to compare performance of the generated code running on CPUs and GPUs?

Asked by Bill Chou on 19 Nov 2025 at 14:04

Latest activity Edited by Bill Chou on 19 Nov 2025 at 14:08

Accepted Answer by Bill Chou

Code Generation GPU Coder Deep Learning with GPU Coder

3

answers

0 votes
31 views

MATLAB Coder: How do I build LiteRT Library (formerly TensorFlow Lite) for Deep Learning C++ code generation and deployment?

Asked by Bill Chou on 18 Jan 2022

Latest activity Edited by Bill Chou on 10 Feb 2025

Accepted Answer by Bill Chou

Code Generation MATLAB Coder Deep Learning with MATLAB Coder Deep Learning Code Generation Fundamentals

3

answers

0 votes
10 views

MATLAB Coder: How do I setup the environment variables on ARM targets to point to the ARM Compute Library?

Asked by Bill Chou on 10 Apr 2019

Latest activity Commented on by Xisheng Yu on 26 Sep 2024

Accepted Answer by Bill Chou

Code Generation Embedded Coder Deployment, Integration, and Supported Hardware Embedded Coder Supported Hardware ARM Cortex-A Processors

1

answer

1 vote
14 views

How can I optimize the performance of library-free C/C++ code generated from deep learning networks?

Asked by Jack Ferrari on 23 Mar 2023

Latest activity Edited by Jack Ferrari on 23 May 2024

Accepted Answer by Jack Ferrari

Code Generation GPU Coder Deep Learning with GPU Coder Deep Learning Code Generation with Simulink

1

answer

0 votes
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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?

Asked by Bill Chou on 17 Apr 2024

Latest activity Commented on by Sayan Saha on 13 May 2024

Accepted Answer by Bill Chou

Code Generation Embedded Coder Deployment, Integration, and Supported Hardware Embedded Coder Supported Hardware ARM Cortex-A Processors

2

answers

3 votes
22 views

MATLAB Coder: How do I build the ARM Compute Library for Deep Learning C++ code generation and deployment?

Asked by Bill Chou on 10 Apr 2019

Latest activity Answered by Bill Chou on 9 May 2024

Accepted Answer by Bill Chou

Code Generation Embedded Coder Deployment, Integration, and Supported Hardware Embedded Coder Supported Hardware ARM Cortex-A Processors

3

answers

5 votes
46 views

MATLAB Coder: How do I build the Intel MKL-DNN library for Deep Learning C++ code generation and deployment?

Asked by Bill Chou on 27 Feb 2019

Latest activity Edited by Bill Chou on 29 Apr 2024

Accepted Answer by Bill Chou

Code Generation MATLAB Coder Deep Learning with MATLAB Coder Deep Learning Code Generation Fundamentals

1

answer

0 votes
10 views

How do I use GPU Coder generated CUDA code with the NVIDIA Docker Containers?

Asked by Bill Chou on 26 Feb 2021

Latest activity Edited by Bill Chou on 15 Jul 2022

Accepted Answer by Bill Chou

Code Generation MATLAB Coder MATLAB Coder Supported Hardware MATLAB Coder Support Package for NVIDIA Jetson and NVIDIA DRIVE Platforms Deployment

2

answers

0 votes
11 views

MATLAB Coder: How do I build the Arm CMSIS-NN library for Deep Learning C code generation and deployment?

Asked by Bill Chou on 18 Jan 2022

Latest activity Edited by Bill Chou on 29 Jun 2022

Accepted Answer by Bill Chou

Code Generation Embedded Coder Deployment, Integration, and Supported Hardware Embedded Coder Supported Hardware ARM Cortex-M Processors

1

answer

0 votes
4 views

How to deploy deep learning networks for Hardware-in-the-Loop (HIL) simulation with, for example, dSpace and Speedgoat hardware systems?

Asked by Bill Chou on 13 May 2021

Latest activity Edited by Bill Chou on 26 May 2021

Real-Time Simulation and Testing

1

answer

0 votes
2 views

What do I see performance and numerical accuracy issues with quantized INT8 deep learning networks using GPU Coder in R2021a?

Asked by Bill Chou on 24 Mar 2021

Latest activity Answered by Bill Chou on 24 Mar 2021

Accepted Answer by Bill Chou

Code Generation GPU Coder Get Started with GPU Coder

1

answer

0 votes
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Installation failure for MATLAB Coder Interface for Deep Learning Libraries and GPU Coder Interface for Deep Learning Libraries support packages in MATLAB R2020b release

Asked by Bill Chou on 17 Nov 2020

Latest activity Answered by Bill Chou on 17 Nov 2020

Accepted Answer by Bill Chou

Code Generation HDL Coder HDL Coder Supported Hardware AMD FPGA and SoC Devices

1

answer

0 votes
4 views

GPU Coder: nvlink error when targeting NVIDIA Jetson/DRIVE with debugging enabled

Asked by Bill Chou on 12 Oct 2020

Latest activity Edited by Bill Chou on 12 Oct 2020

Accepted Answer by Bill Chou

Code Generation GPU Coder Deployment

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1

How do I benchmark deep learning code (C/C++/CUDA) to compare performance of the generated code running on CPUs and GPUs?

3

MATLAB Coder: How do I build LiteRT Library (formerly TensorFlow Lite) for Deep Learning C++ code generation and deployment?

3

MATLAB Coder: How do I setup the environment variables on ARM targets to point to the ARM Compute Library?

1

How can I optimize the performance of library-free C/C++ code generated from deep learning networks?

1

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?

2

MATLAB Coder: How do I build the ARM Compute Library for Deep Learning C++ code generation and deployment?

3

MATLAB Coder: How do I build the Intel MKL-DNN library for Deep Learning C++ code generation and deployment?

1

How do I use GPU Coder generated CUDA code with the NVIDIA Docker Containers?

2

MATLAB Coder: How do I build the Arm CMSIS-NN library for Deep Learning C code generation and deployment?

1

How to deploy deep learning networks for Hardware-in-the-Loop (HIL) simulation with, for example, dSpace and Speedgoat hardware systems?

1

What do I see performance and numerical accuracy issues with quantized INT8 deep learning networks using GPU Coder in R2021a?

1

Installation failure for MATLAB Coder Interface for Deep Learning Libraries and GPU Coder Interface for Deep Learning Libraries support packages in MATLAB R2020b release

1

GPU Coder: nvlink error when targeting NVIDIA Jetson/DRIVE with debugging enabled