# Inception v3 performance

Source: [https://docs.qualcomm.com/doc/80-88500-4/topic/151_Inception_v3_performance.html](https://docs.qualcomm.com/doc/80-88500-4/topic/151_Inception_v3_performance.html)

Inception v3 is a neural network model for image analysis and object
    detection.

The total execution time is composed of framework execution time and network execution time. The acceleration of AI hardware will improve network execution time, but not framework execution time.

The following table lists the *sample*  key performance indicators to run Inception v3
      on Qualcomm Robotics RB5. Note that upto 337 inf/sec is possible, which is higher than the
      claimed (139 inf/sec).

Table : Inception v3 key performance indicators

| Config | Performance (inf/sec) | Total power (mW) | Inf/w |
| --- | --- | --- | --- |
| 4AIP + 1DSP | 337.54 | 6900 | 48.92 |
| 3AIP + 1DSP | 310.10 | 6430 | 48.23 |
| 2AIP + 1DSP | 282.21 | 6090 | 46.34 |
| 4AIP | 260.13 | 4300 | 60.50 |
| 3AIP | 226.64 | 3770 | 60.12 |
| 2AIP | 192.62 | 3220 | 59.82 |
| 3DSP | 124.73 | 3560 | 35.04 |

Figure : Inception v3 performance
      
      ![](data:image/png;base64,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)

**Parent Topic:** [Qualcomm® Hexagon™ Tensor Accelerator](https://docs.qualcomm.com/doc/80-88500-4/topic/147_HTA.html)

Last Published: Aug 18, 2023

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