.. _mlperf_tiny_v0_7_hpmicro:

MLPerf Tiny v0.7 HPMicro
================================================

This is the HPMICRO port code for MLPerf V0.7.

For benchmark code and rules please see the `GitHub repository <https://github.com/mlcommons/tiny>`_.

Toolchain Requirements
----------------------

This example requires a DSP-enabled toolchain to utilize hardware DSP instructions for neural network acceleration:

- **IDE**: Segger Embedded Studio (or other IDEs with DSP toolchain support)
- **GCC Toolchain**: Andes RISC-V toolchain with DSP extension support or ZCC toolchain with DSP extension support

.. note::
   Standard GCC toolchains without DSP extensions will not be able to compile and run this demo correctly. The DSP instructions are essential for efficient neural network inference.

Code Options
------------

- Add code before `find_package` to the project's CMakeLists.txt to get a higher performance


.. code-block:: cmake

           set(RV_ABI "ilp32d")
           set(RV_ARCH "rv32gc")
           set(CONFIG_HPM_MATH_NN_RVP32 1)