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doc: update toolchain version requirements to 2025.10 and Nuclei SDK to 0.9.0
Signed-off-by: Huaqi Fang <578567190@qq.com>
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NMSIS/doc/source/changelog.rst

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.. important::
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- Please use with Nuclei RISC-V Toolchain 2025.10.
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- CFFT/RFFT functions for Q15/Q31/F16/F32 have changed function signatures when the RVV extension is present. You need to provide an extra temporary buffer when calling these functions with RVV.
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- Avoid using functions listed in `Deprecated List`_, as they will be removed in future releases.
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- DCT4 functions are also listed in the `Deprecated List`_. The upstream removed these functions in commit: `4404d3e <https://github.com/ARM-software/CMSIS-DSP/commit/4404d3e65bd3>`_. However, we continue to provide these functions, but only when the RVV extension is not present.
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* **Build System**
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- Enable different toolchain support to build DSP and NN library, you can pass **TOOLCHAIN=nuclei_llvm** or **TOOLCHAIN=terapines** to build for different toolchain when generate library
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- Gitlab CI introduced support for build library for nuclei_gnu, nuclei_llvm and terapines toolchain
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- Gitlab CI introduced support for build library for **nuclei_gnu**, **nuclei_llvm** and **terapines** toolchain
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* **Tools**
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NMSIS/doc/source/dsp/get_started.rst

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Preparation
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-----------
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* Nuclei SDK, ``master`` branch(>= 0.8.0 release)
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* Nuclei RISC-V GNU Toolchain 2025.02
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* Nuclei QEMU 2025.02
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* Nuclei SDK, ``master`` branch(>= 0.9.0 release)
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* Nuclei RISC-V GNU Toolchain 2025.10
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* Nuclei QEMU 2025.10
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* CMake >= 3.14
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* Python 3 and pip package requirements located in
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NMSIS/doc/source/nn/get_started.rst

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Preparation
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-----------
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* Nuclei SDK, ``master`` branch(>= 0.8.0 release)
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* Nuclei RISC-V GNU Toolchain 2025.02
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* Nuclei QEMU 2025.02
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* Nuclei SDK, ``master`` branch(>= 0.9.0 release)
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* Nuclei RISC-V GNU Toolchain 2025.10
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* Nuclei QEMU 2025.10
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* CMake >= 3.14
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* Python 3 and pip package requirements located in
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NMSIS/ideprojects/iar/README.md

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# IAR Embedded Workbench IDE Projects For Nuclei Processors
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> [!NOTE]
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> This NMSIS IAR prebuilt projects maybe out of date, you may need to add NMSIS DSP and NN source code into IAR projects
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> This NMSIS IAR prebuilt projects maybe out of date and not actively maintained, you may need to add NMSIS DSP and NN source code into IAR projects
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> by yourself.
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## Introduction
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- **nmsis_dsp_examples.eww** and **nmsis_nn_examples.eww** provide example code demonstrating DSP and NN functions.
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> **nmsis_dsp_examples.eww** and **nmsis_nn_examples.eww** prebuilt iar workspace required to use Nuclei SDK 0.8.0 release,
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> and these prebuilt project used NMSIS Core/DSP/NN header files provided in Nuclei SDK which is the NMSIS 1.4.0
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> release version, and default using library is also Nuclei SDK prebuilt NMSIS 1.4.0 DSP/NN GCC library.
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> **nmsis_dsp_examples.eww** and **nmsis_nn_examples.eww** prebuilt iar workspace required to use Nuclei SDK 0.9.0 release,
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> and these prebuilt project used NMSIS Core/DSP/NN header files provided in Nuclei SDK which is the NMSIS 1.5.0
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> release version, and default using library is also Nuclei SDK prebuilt NMSIS 1.5.0 DSP/NN GCC library.
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## How to use
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README.md

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[![Documentation](https://github.com/Nuclei-Software/NMSIS/actions/workflows/doc.yaml/badge.svg)](https://github.com/Nuclei-Software/NMSIS/actions/workflows/doc.yaml)
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> [!NOTE]
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> This release of NMSIS recommended to use with Nuclei RISC-V Toolchain >= 2025.02
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> This release of NMSIS recommended to use with Nuclei RISC-V Toolchain >= 2025.10
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The **Nuclei Microcontroller Software Interface Standard(NMSIS)** is a vendor-independent hardware abstraction layer for micro-controllers that are based on Nuclei processors.
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