---
title: QuickSRNetMedium
canonical_url: "https://www.modelscope.cn/models/Qualcomm-AI-Hub/QuickSRNetMedium"
md_url: "https://www.modelscope.cn/models/Qualcomm-AI-Hub/QuickSRNetMedium.md"
repository: Qualcomm-AI-Hub/QuickSRNetMedium
last_updated: 2026-10-16
license: bsd-3-clause
pipeline_tag: image-to-image
tasks:
  - image-to-image
downloads: 0
stars: 0
tags:
  - android
---

# QuickSRNetMedium

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

Qualcomm-AI-Hub/QuickSRNetMedium 是 ModelScope 魔搭社区上的image-to-image模型，采用 bsd-3-clause 许可。

- **Repository**: Qualcomm-AI-Hub/QuickSRNetMedium
- **License**: bsd-3-clause
- **Tasks**: image-to-image
- **Tags**: android
- **Downloads**: 0
- **Stars**: 0
- **Last updated**: 2026-10-16

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

---

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

# QuickSRNetMedium: Optimized for Qualcomm Devices

QuickSRNet Medium is designed for upscaling images on mobile platforms to sharpen in real-time.

This is based on the implementation of QuickSRNetMedium found [here](https://github.com/quic/aimet-model-zoo/tree/develop/aimet_zoo_torch/quicksrnet).
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/quicksrnetmedium) 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/quicksrnetmedium/releases/v0.62.1/quicksrnetmedium-onnx-float.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/quicksrnetmedium/releases/v0.62.1/quicksrnetmedium-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/quicksrnetmedium/releases/v0.62.1/quicksrnetmedium-qnn_dlc-float.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/quicksrnetmedium/releases/v0.62.1/quicksrnetmedium-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/quicksrnetmedium/releases/v0.62.1/quicksrnetmedium-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/quicksrnetmedium/releases/v0.62.1/quicksrnetmedium-tflite-w8a8.zip)

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


### 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/quicksrnetmedium) 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 [QuickSRNetMedium on GitHub](https://github.com/qualcomm/ai-hub-models-cn/blob/main/src/qai_hub_models/models/quicksrnetmedium) for usage instructions.

## Model Details

**Model Type:** Model_use_case.super_resolution

**Model Stats:**
- Input resolution: 128x128
- Model checkpoint: quicksrnet_medium_3x_checkpoint
- Model size (float): 243 KB
- Model size (w8a8): 73.9 KB
- Number of parameters: 61.0K

## Performance Summary
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|---|---|---|---|---|---|---
| QuickSRNetMedium | ONNX | float | Snapdragon® X2 Elite | 0.438 ms | 9 - 9 MB | NPU
| QuickSRNetMedium | ONNX | float | Snapdragon® X Elite | 0.901 ms | 8 - 8 MB | NPU
| QuickSRNetMedium | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.597 ms | 0 - 30 MB | NPU
| QuickSRNetMedium | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.401 ms | 0 - 36 MB | NPU
| QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.243 ms | 0 - 4 MB | NPU
| QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.919 ms | 0 - 2 MB | NPU
| QuickSRNetMedium | ONNX | float | Qualcomm® QCS8450 | 1.401 ms | 0 - 36 MB | NPU
| QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.21 ms | 7 - 10 MB | NPU
| QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.901 ms | 8 - 8 MB | NPU
| QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.504 ms | 0 - 19 MB | NPU
| QuickSRNetMedium | ONNX | float | Snapdragon® 8 Elite Mobile | 0.504 ms | 0 - 19 MB | NPU
| QuickSRNetMedium | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.431 ms | 0 - 20 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Snapdragon® X2 Elite | 0.225 ms | 3 - 3 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Snapdragon® X Elite | 0.491 ms | 3 - 3 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.323 ms | 0 - 31 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.616 ms | 0 - 36 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.796 ms | 0 - 3 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.582 ms | 0 - 4 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.503 ms | 0 - 2 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Qualcomm® QCS8450 | 0.616 ms | 0 - 36 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.657 ms | 0 - 3 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.491 ms | 3 - 3 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.172 ms | 0 - 134 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.53 ms | 0 - 19 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.26 ms | 0 - 23 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.26 ms | 0 - 23 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.225 ms | 0 - 19 MB | NPU
| QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.53 ms | 0 - 19 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Snapdragon® X2 Elite | 0.572 ms | 0 - 0 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Snapdragon® X Elite | 0.866 ms | 0 - 0 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.487 ms | 0 - 29 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.159 ms | 0 - 36 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 1.02 ms | 0 - 6 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.778 ms | 0 - 3 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8775P | 1.204 ms | 0 - 22 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8650P | 1.204 ms | 0 - 22 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8255P | 1.204 ms | 0 - 22 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Qualcomm® QCS8450 | 1.159 ms | 0 - 36 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.074 ms | 2 - 7 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.866 ms | 0 - 0 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.385 ms | 0 - 21 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA7255P | 2.556 ms | 0 - 22 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8295P | 1.578 ms | 0 - 18 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.385 ms | 0 - 21 MB | NPU
| QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.377 ms | 0 - 21 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.242 ms | 0 - 0 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.462 ms | 0 - 0 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.25 ms | 0 - 29 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.442 ms | 0 - 34 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.413 ms | 2 - 4 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.454 ms | 0 - 3 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.37 ms | 0 - 13 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.546 ms | 0 - 21 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.546 ms | 0 - 21 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.546 ms | 0 - 21 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.442 ms | 0 - 34 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.476 ms | 2 - 4 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.462 ms | 0 - 0 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.738 ms | 0 - 17 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.382 ms | 0 - 19 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.21 ms | 0 - 25 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.752 ms | 0 - 17 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.21 ms | 0 - 25 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.172 ms | 0 - 21 MB | NPU
| QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.382 ms | 0 - 19 MB | NPU
| QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.667 ms | 0 - 30 MB | NPU
| QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.458 ms | 0 - 35 MB | NPU
| QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.312 ms | 0 - 6 MB | NPU
| QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.076 ms | 0 - 12 MB | NPU
| QuickSRNetMedium | TFLITE | float | Qualcomm® SA8775P | 1.551 ms | 0 - 22 MB | NPU
| QuickSRNetMedium | TFLITE | float | Qualcomm® SA8650P | 1.551 ms | 0 - 22 MB | NPU
| QuickSRNetMedium | TFLITE | float | Qualcomm® SA8255P | 1.551 ms | 0 - 22 MB | NPU
| QuickSRNetMedium | TFLITE | float | Qualcomm® QCS8450 | 1.458 ms | 0 - 35 MB | NPU
| QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.44 ms | 3 - 8 MB | NPU
| QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.496 ms | 3 - 24 MB | NPU
| QuickSRNetMedium | TFLITE | float | Qualcomm® SA7255P | 12.648 ms | 3 - 29 MB | GPU
| QuickSRNetMedium | TFLITE | float | Qualcomm® SA8295P | 1.843 ms | 0 - 18 MB | NPU
| QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.496 ms | 3 - 24 MB | NPU
| QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.432 ms | 0 - 22 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.279 ms | 0 - 29 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.515 ms | 1 - 34 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.156 ms | 0 - 3 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.534 ms | 0 - 3 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.45 ms | 0 - 14 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8775P | 0.653 ms | 0 - 21 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8650P | 0.653 ms | 0 - 21 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8255P | 0.653 ms | 0 - 21 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.515 ms | 1 - 34 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.579 ms | 0 - 3 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.939 ms | 0 - 17 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.479 ms | 0 - 19 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.224 ms | 0 - 25 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA7255P | 0.989 ms | 0 - 20 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8295P | 0.892 ms | 0 - 17 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.224 ms | 0 - 25 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.195 ms | 0 - 21 MB | NPU
| QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.479 ms | 0 - 19 MB | NPU

## License
* The license for the original implementation of QuickSRNetMedium can be found
  [here](https://github.com/quic/aimet-model-zoo/blob/develop/LICENSE.md).

## References
* [QuickSRNet: Plain Single-Image Super-Resolution Architecture for Faster Inference on Mobile Platforms](https://arxiv.org/abs/2303.04336)
* [Source Model Implementation](https://github.com/quic/aimet-model-zoo/tree/develop/aimet_zoo_torch/quicksrnet)

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