---
title: MobileNet-v2
canonical_url: "https://www.modelscope.cn/models/Qualcomm-AI-Hub/MobileNet-v2"
md_url: "https://www.modelscope.cn/models/Qualcomm-AI-Hub/MobileNet-v2.md"
repository: Qualcomm-AI-Hub/MobileNet-v2
last_updated: 2026-10-16
license: apache-2.0
pipeline_tag: image-classification
tasks:
  - image-classification
downloads: 0
stars: 0
tags:
  - backbone
  - real_time
  - android
---

# MobileNet-v2

> MobileNet-v2 - Qualcomm-AI-Hub 在 ModelScope 开源的模型。MobileNet-v2: Optimized for Qualcomm Devices

Qualcomm-AI-Hub/MobileNet-v2 是 ModelScope 魔搭社区上的image-classification模型，采用 apache-2.0 许可。

- **Repository**: Qualcomm-AI-Hub/MobileNet-v2
- **License**: apache-2.0
- **Tasks**: image-classification
- **Tags**: backbone, real_time, android
- **Downloads**: 0
- **Stars**: 0
- **Last updated**: 2026-10-16

Source: https://www.modelscope.cn/models/Qualcomm-AI-Hub/MobileNet-v2

---

![](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/mobilenet_v2/web-assets/model_demo.png)

# MobileNet-v2: Optimized for Qualcomm Devices

MobileNetV2 is a machine learning model that can classify images from the Imagenet dataset. It can also be used as a backbone in building more complex models for specific use cases.

This is based on the implementation of MobileNet-v2 found [here](https://github.com/tonylins/pytorch-mobilenet-v2/tree/master).
This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models-cn/blob/main/src/qai_hub_models/models/mobilenet_v2) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).

Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.cn) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.

## Getting Started
There are two ways to deploy this model on your device:

### Option 1: Download Pre-Exported Models

Below are pre-exported model assets ready for deployment.

| Runtime | Precision | Chipset | SDK Versions | Download |
|---|---|---|---|---|
| ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/mobilenet_v2/releases/v0.62.1/mobilenet_v2-onnx-float.zip)
| ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/mobilenet_v2/releases/v0.62.1/mobilenet_v2-onnx-w8a16.zip)
| ONNX | w8a16_mixed_int16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/mobilenet_v2/releases/v0.62.1/mobilenet_v2-onnx-w8a16_mixed_int16.zip)
| ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/mobilenet_v2/releases/v0.62.1/mobilenet_v2-onnx-w8a8.zip)
| QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/mobilenet_v2/releases/v0.62.1/mobilenet_v2-qnn_dlc-float.zip)
| QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/mobilenet_v2/releases/v0.62.1/mobilenet_v2-qnn_dlc-w8a16.zip)
| QNN_DLC | w8a16_mixed_int16 | Universal | QAIRT 2.45 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/mobilenet_v2/releases/v0.62.1/mobilenet_v2-qnn_dlc-w8a16_mixed_int16.zip)
| QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/mobilenet_v2/releases/v0.62.1/mobilenet_v2-qnn_dlc-w8a8.zip)
| TFLITE | float | Universal | QAIRT 2.45 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/mobilenet_v2/releases/v0.62.1/mobilenet_v2-tflite-float.zip)
| TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/mobilenet_v2/releases/v0.62.1/mobilenet_v2-tflite-w8a8.zip)

For more device-specific assets and performance metrics, visit **[MobileNet-v2 on Qualcomm® AI Hub](https://aihub.qualcomm.cn/models/mobilenet_v2)**.


### Option 2: Export with Custom Configurations

Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models-cn/blob/main/src/qai_hub_models/models/mobilenet_v2) Python library to compile and export the model with your own:
- Custom weights (e.g., fine-tuned checkpoints)
- Custom input shapes
- Target device and runtime configurations

This option is ideal if you need to customize the model beyond the default configuration provided here.

See our repository for [MobileNet-v2 on GitHub](https://github.com/qualcomm/ai-hub-models-cn/blob/main/src/qai_hub_models/models/mobilenet_v2) for usage instructions.

## Model Details

**Model Type:** Model_use_case.image_classification

**Model Stats:**
- Input resolution: 224x224
- Model checkpoint: Imagenet
- Model size (float): 13.3 MB
- Model size (w8a16): 4.39 MB
- Number of parameters: 3.49M

## Performance Summary
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|---|---|---|---|---|---|---
| MobileNet-v2 | ONNX | float | Snapdragon® X2 Elite | 0.307 ms | 2 - 2 MB | NPU
| MobileNet-v2 | ONNX | float | Snapdragon® X Elite | 0.631 ms | 7 - 7 MB | NPU
| MobileNet-v2 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.424 ms | 0 - 50 MB | NPU
| MobileNet-v2 | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 0.946 ms | 1 - 59 MB | NPU
| MobileNet-v2 | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 0.858 ms | 0 - 4 MB | NPU
| MobileNet-v2 | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.626 ms | 0 - 9 MB | NPU
| MobileNet-v2 | ONNX | float | Qualcomm® QCS8450 | 0.946 ms | 1 - 59 MB | NPU
| MobileNet-v2 | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 0.853 ms | 1 - 3 MB | NPU
| MobileNet-v2 | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.631 ms | 7 - 7 MB | NPU
| MobileNet-v2 | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.337 ms | 0 - 28 MB | NPU
| MobileNet-v2 | ONNX | float | Snapdragon® 8 Elite Mobile | 0.337 ms | 0 - 28 MB | NPU
| MobileNet-v2 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.278 ms | 0 - 30 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Snapdragon® X2 Elite | 0.27 ms | 1 - 1 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Snapdragon® X Elite | 0.561 ms | 0 - 0 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.375 ms | 0 - 50 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.71 ms | 0 - 56 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 1.892 ms | 0 - 3 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.598 ms | 0 - 4 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.56 ms | 0 - 7 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCS8450 | 0.71 ms | 0 - 56 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.694 ms | 0 - 3 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.561 ms | 0 - 0 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 2.708 ms | 0 - 149 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.61 ms | 0 - 35 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.278 ms | 0 - 38 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.278 ms | 0 - 38 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.221 ms | 0 - 37 MB | NPU
| MobileNet-v2 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.61 ms | 0 - 35 MB | NPU
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.291 ms | 1 - 1 MB | NPU
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 0.62 ms | 0 - 0 MB | NPU
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.432 ms | 0 - 52 MB | NPU
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-8275 | 0.68 ms | 0 - 4 MB | NPU
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.615 ms | 0 - 10 MB | NPU
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-9075 | 0.765 ms | 0 - 3 MB | NPU
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.62 ms | 0 - 0 MB | NPU
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-6690 | 3.893 ms | 0 - 150 MB | NPU
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-7790 | 0.746 ms | 0 - 149 MB | NPU
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-8750 | 0.324 ms | 0 - 36 MB | NPU
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.324 ms | 0 - 36 MB | NPU
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.26 ms | 0 - 38 MB | NPU
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 0.746 ms | 0 - 149 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.245 ms | 1 - 1 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Snapdragon® X Elite | 0.459 ms | 0 - 0 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.327 ms | 0 - 49 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.59 ms | 0 - 51 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.205 ms | 0 - 3 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.542 ms | 0 - 4 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.461 ms | 0 - 6 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® QCS8450 | 0.59 ms | 0 - 51 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.576 ms | 0 - 3 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.459 ms | 0 - 0 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.504 ms | 0 - 34 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.436 ms | 0 - 34 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.284 ms | 0 - 39 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.284 ms | 0 - 39 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.252 ms | 0 - 34 MB | NPU
| MobileNet-v2 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.436 ms | 0 - 34 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Snapdragon® X2 Elite | 0.526 ms | 1 - 1 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Snapdragon® X Elite | 1.069 ms | 1 - 1 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.605 ms | 0 - 49 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.696 ms | 1 - 55 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 1.029 ms | 1 - 4 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.924 ms | 0 - 5 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Qualcomm® SA8775P | 1.217 ms | 0 - 31 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Qualcomm® SA8650P | 1.217 ms | 0 - 31 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Qualcomm® SA8255P | 1.217 ms | 0 - 31 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Qualcomm® QCS8450 | 1.696 ms | 1 - 55 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.088 ms | 1 - 3 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.069 ms | 1 - 1 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.449 ms | 0 - 34 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Qualcomm® SA7255P | 2.654 ms | 1 - 29 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Qualcomm® SA8295P | 1.517 ms | 0 - 28 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.449 ms | 0 - 34 MB | NPU
| MobileNet-v2 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.348 ms | 0 - 31 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.446 ms | 0 - 0 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.933 ms | 0 - 0 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.573 ms | 0 - 44 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.984 ms | 0 - 50 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 2.877 ms | 2 - 4 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.832 ms | 0 - 3 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.812 ms | 0 - 2 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.006 ms | 0 - 34 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA8650P | 1.006 ms | 0 - 34 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA8255P | 1.006 ms | 0 - 34 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 0.984 ms | 0 - 50 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.917 ms | 0 - 2 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.933 ms | 0 - 0 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 3.378 ms | 0 - 144 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.875 ms | 0 - 143 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.376 ms | 0 - 30 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA7255P | 1.785 ms | 0 - 32 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.298 ms | 0 - 30 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.376 ms | 0 - 30 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.305 ms | 0 - 32 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.875 ms | 0 - 143 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.468 ms | 0 - 0 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 1.013 ms | 0 - 0 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.605 ms | 0 - 45 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-8275 | 0.883 ms | 0 - 3 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.868 ms | 0 - 23 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 1.056 ms | 0 - 35 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8650P | 1.056 ms | 0 - 35 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8255P | 1.056 ms | 0 - 35 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-9075 | 0.939 ms | 0 - 2 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-X7181 | 1.013 ms | 0 - 0 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-6690 | 4.754 ms | 0 - 144 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-7790 | 0.991 ms | 0 - 143 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-8750 | 0.42 ms | 0 - 32 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA7255P | 2.016 ms | 0 - 33 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.42 ms | 0 - 32 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.324 ms | 0 - 32 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 0.991 ms | 0 - 143 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.276 ms | 0 - 0 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.57 ms | 0 - 0 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.319 ms | 0 - 43 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.625 ms | 0 - 48 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.459 ms | 0 - 2 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.496 ms | 0 - 3 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.452 ms | 0 - 2 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.639 ms | 0 - 33 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.639 ms | 0 - 33 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.639 ms | 0 - 33 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.625 ms | 0 - 48 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.525 ms | 0 - 2 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.57 ms | 0 - 0 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.799 ms | 0 - 30 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.482 ms | 0 - 30 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.23 ms | 0 - 36 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.816 ms | 0 - 29 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.23 ms | 0 - 36 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.184 ms | 0 - 32 MB | NPU
| MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.482 ms | 0 - 30 MB | NPU
| MobileNet-v2 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.596 ms | 0 - 52 MB | NPU
| MobileNet-v2 | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.704 ms | 0 - 59 MB | NPU
| MobileNet-v2 | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.033 ms | 0 - 11 MB | NPU
| MobileNet-v2 | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.924 ms | 0 - 2 MB | NPU
| MobileNet-v2 | TFLITE | float | Qualcomm® SA8775P | 1.224 ms | 0 - 36 MB | NPU
| MobileNet-v2 | TFLITE | float | Qualcomm® SA8650P | 1.224 ms | 0 - 36 MB | NPU
| MobileNet-v2 | TFLITE | float | Qualcomm® SA8255P | 1.224 ms | 0 - 36 MB | NPU
| MobileNet-v2 | TFLITE | float | Qualcomm® QCS8450 | 1.704 ms | 0 - 59 MB | NPU
| MobileNet-v2 | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.098 ms | 0 - 10 MB | NPU
| MobileNet-v2 | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.451 ms | 0 - 37 MB | NPU
| MobileNet-v2 | TFLITE | float | Qualcomm® SA7255P | 2.691 ms | 0 - 33 MB | NPU
| MobileNet-v2 | TFLITE | float | Qualcomm® SA8295P | 1.508 ms | 0 - 31 MB | NPU
| MobileNet-v2 | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.451 ms | 0 - 37 MB | NPU
| MobileNet-v2 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.347 ms | 0 - 34 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.289 ms | 0 - 44 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.543 ms | 0 - 51 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.221 ms | 0 - 7 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.516 ms | 0 - 7 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.401 ms | 0 - 5 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.608 ms | 0 - 34 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8650P | 0.608 ms | 0 - 34 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8255P | 0.608 ms | 0 - 34 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.543 ms | 0 - 51 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.499 ms | 0 - 6 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.65 ms | 0 - 29 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.414 ms | 0 - 30 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.211 ms | 0 - 30 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.006 ms | 0 - 32 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8295P | 0.801 ms | 0 - 29 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.211 ms | 0 - 30 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.185 ms | 0 - 32 MB | NPU
| MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.414 ms | 0 - 30 MB | NPU

## License
* The license for the original implementation of MobileNet-v2 can be found
  [here](https://github.com/tonylins/pytorch-mobilenet-v2/blob/master/LICENSE).

## References
* [MobileNetV2: Inverted Residuals and Linear Bottlenecks](https://arxiv.org/abs/1801.04381)
* [Source Model Implementation](https://github.com/tonylins/pytorch-mobilenet-v2/tree/master)

## Community
* For questions or feedback, chat with our engineers in [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.cn).