# Qualcomm® Hexagon™ DSP SDK

Source: [https://docs.qualcomm.com/doc/80-88500-4/topic/153_Hexagon_SDK.html](https://docs.qualcomm.com/doc/80-88500-4/topic/153_Hexagon_SDK.html)

The Qualcomm^®^Hexagon™ DSP SDK provides a set of tools, software, and
    documentation that assist in running applications on Qualcomm devices and leveraging the Hexagon
    DSPs.

The Hexagon SDK is a software development kit that enables embedded developers to access embedded
      computing resources on the Hexagon DSP. Using the Hexagon SDK, developers working in native
      programming environments can tap into world-class, hardware-enabled multimedia features to
      deliver premium, interactive user experiences in rapid development time.

The SDK is designed to help ensure multimedia processing efficiency, which means increased fluidity, low latency, and superior application performance. It can also help overcome development hurdles such as lack of battery and insufficient processing power.

The Hexagon SDK is also designed to enable high computational burdens on the CPU to be off-loaded into a heterogeneous computing environment with the use of shared remote code objects.

Features developed on the Hexagon DSP have been deployed by a broad ecosystem that extends to
      device and consumer product manufacturers for tablets, HD TVs, and automotive products. This
      makes it possible to port your application from phones to other devices. And because
      compelling multimedia applications offer important product differentiation for devices, they
      appeal to device manufacturers’ need for a competitive edge.

Each Qualcomm chip includes multiple Hexagon DSPs such as aDSP, and sensor DSP (sensor low-power
      island (SLPI)). Each of these DSPs implement a specific Instruction Set Architecture (ISA)
      version. The ISAs supported by this Hexagon SDK are the following:

- V65
- V66
- V68

The cDSP, which is intended for compute-intensive tasks such as image processing, computer vision, and camera streaming, also includes an instruction set extension for fixed-point vector operations called HVX, which is not present on other DSPs. Compared to the host CPU, the DSP typically runs at a lower clock speed but provides more parallelism opportunities at the instruction level. This often makes the DSP a better alternative in terms of throughput and/or power consumption. As a result, it is preferable to offload as many large compute-intensive tasks as possible onto the DSP to reduce power consumption of the device and free up cycles on the CPU for additional features.

Note:  For information on how to enable access to computing resources on the Hexagon
      DSP, see [https://developer.qualcomm.com/software/hexagon-dsp-sdk](https://developer.qualcomm.com/software/hexagon-dsp-sdk).

Figure : cDSP software block diagram
      
      ![](data:image/png;base64,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)

**Parent Topic:** [Artificial intelligence/Machine learning](https://docs.qualcomm.com/doc/80-88500-4/topic/143_AI_ML.html)

Last Published: Aug 18, 2023

[Previous Topic
Qualcomm Computer Vision SDK](https://docs.qualcomm.com/bundle/publicresource/80-88500-4/topics/152_Qualcomm_Computer_Vision_SDK.md) [Next Topic
References](https://docs.qualcomm.com/bundle/publicresource/80-88500-4/topics/references.md)