---
library_name: pytorch
license: apache-2.0
tags:
- android
pipeline_tag: image-to-image

---

![](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/srgan/web-assets/model_demo.png)

# SRGAN: Optimized for Qualcomm Devices

SRGAN is designed for lightweight real-time upscaling of images.

This is based on the implementation of SRGAN found [here](https://github.com/Lornatang/SRGAN-PyTorch).
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/blob/v0.66.0/src/qai_hub_models/models/srgan) 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.com) 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 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/srgan/releases/v0.66.0/srgan-onnx-float.zip)
| ONNX | w8a16 | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/srgan/releases/v0.66.0/srgan-onnx-w8a16.zip)
| ONNX | w8a8 | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/srgan/releases/v0.66.0/srgan-onnx-w8a8.zip)
| QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/srgan/releases/v0.66.0/srgan-qnn_dlc-float.zip)
| QNN_DLC | w8a16 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/srgan/releases/v0.66.0/srgan-qnn_dlc-w8a16.zip)
| QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/srgan/releases/v0.66.0/srgan-qnn_dlc-w8a8.zip)
| TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/srgan/releases/v0.66.0/srgan-tflite-float.zip)
| TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/srgan/releases/v0.66.0/srgan-tflite-w8a8.zip)

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


### Option 2: Export with Custom Configurations

Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.66.0/src/qai_hub_models/models/srgan) 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 [SRGAN on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.66.0/src/qai_hub_models/models/srgan) for usage instructions.

## Model Details

**Model Type:** Model_use_case.super_resolution

**Model Stats:**
- Input resolution: 128x128
- Model checkpoint: SRGAN_x4-ImageNet.pth
- Model size (float): 5.92 MB
- Model size (w8a16): 1.72 MB
- Model size (w8a8): 1.58 MB
- Number of parameters: 1.55M

## Performance Summary
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|---|---|---|---|---|---|---
| SRGAN | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 8.589 ms | 6 - 162 MB | NPU
| SRGAN | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.567 ms | 7 - 157 MB | NPU
| SRGAN | ONNX | float | Snapdragon® X2 Elite | 9.468 ms | 8 - 8 MB | NPU
| SRGAN | ONNX | float | Snapdragon® X Elite | 22.771 ms | 5 - 5 MB | NPU
| SRGAN | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 12.28 ms | 8 - 213 MB | NPU
| SRGAN | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 28.207 ms | 6 - 205 MB | NPU
| SRGAN | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 33.733 ms | 6 - 10 MB | NPU
| SRGAN | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 22.018 ms | 6 - 12 MB | NPU
| SRGAN | ONNX | float | Qualcomm® QCS8450 | 28.207 ms | 6 - 205 MB | NPU
| SRGAN | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 28.497 ms | 6 - 10 MB | NPU
| SRGAN | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 22.771 ms | 5 - 5 MB | NPU
| SRGAN | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 10.567 ms | 7 - 157 MB | NPU
| SRGAN | ONNX | float | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 7.341 ms | 7 - 163 MB | NPU
| SRGAN | ONNX | float | Snapdragon® 8 Elite Gen 6 Mobile | 7.57 ms | 6 - 164 MB | NPU
| SRGAN | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 7.419 ms | 1 - 187 MB | NPU
| SRGAN | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.295 ms | 3 - 180 MB | NPU
| SRGAN | ONNX | w8a16 | Snapdragon® X2 Elite | 8.447 ms | 4 - 4 MB | NPU
| SRGAN | ONNX | w8a16 | Snapdragon® X Elite | 19.295 ms | 2 - 2 MB | NPU
| SRGAN | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 9.751 ms | 3 - 208 MB | NPU
| SRGAN | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 20.619 ms | 3 - 218 MB | NPU
| SRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 40.051 ms | 3 - 6 MB | NPU
| SRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 13.539 ms | 3 - 7 MB | NPU
| SRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 18.389 ms | 3 - 111 MB | NPU
| SRGAN | ONNX | w8a16 | Qualcomm® QCS8450 | 20.619 ms | 3 - 218 MB | NPU
| SRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 18.796 ms | 3 - 6 MB | NPU
| SRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 19.295 ms | 2 - 2 MB | NPU
| SRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 193.105 ms | 0 - 192 MB | NPU
| SRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 21.19 ms | 3 - 177 MB | NPU
| SRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 8.295 ms | 3 - 180 MB | NPU
| SRGAN | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 21.19 ms | 3 - 177 MB | NPU
| SRGAN | ONNX | w8a16 | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 6.288 ms | 3 - 192 MB | NPU
| SRGAN | ONNX | w8a16 | Snapdragon® 8 Elite Gen 6 Mobile | 6.197 ms | 3 - 182 MB | NPU
| SRGAN | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.453 ms | 2 - 161 MB | NPU
| SRGAN | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.117 ms | 0 - 155 MB | NPU
| SRGAN | ONNX | w8a8 | Snapdragon® X2 Elite | 3.697 ms | 3 - 3 MB | NPU
| SRGAN | ONNX | w8a8 | Snapdragon® X Elite | 9.596 ms | 1 - 1 MB | NPU
| SRGAN | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.782 ms | 1 - 181 MB | NPU
| SRGAN | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 10.898 ms | 2 - 190 MB | NPU
| SRGAN | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 20.23 ms | 2 - 5 MB | NPU
| SRGAN | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 6.446 ms | 2 - 6 MB | NPU
| SRGAN | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 9.167 ms | 1 - 6 MB | NPU
| SRGAN | ONNX | w8a8 | Qualcomm® QCS8450 | 10.898 ms | 2 - 190 MB | NPU
| SRGAN | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 9.326 ms | 2 - 5 MB | NPU
| SRGAN | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 9.596 ms | 1 - 1 MB | NPU
| SRGAN | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 90.949 ms | 2 - 163 MB | NPU
| SRGAN | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 10.471 ms | 2 - 161 MB | NPU
| SRGAN | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.117 ms | 0 - 155 MB | NPU
| SRGAN | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 10.471 ms | 2 - 161 MB | NPU
| SRGAN | ONNX | w8a8 | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 3.0 ms | 0 - 57 MB | NPU
| SRGAN | ONNX | w8a8 | Snapdragon® 8 Elite Gen 6 Mobile | 3.072 ms | 0 - 164 MB | NPU
| SRGAN | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 8.213 ms | 0 - 155 MB | NPU
| SRGAN | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.828 ms | 0 - 154 MB | NPU
| SRGAN | QNN_DLC | float | Snapdragon® X2 Elite | 9.719 ms | 0 - 0 MB | NPU
| SRGAN | QNN_DLC | float | Snapdragon® X Elite | 22.483 ms | 0 - 0 MB | NPU
| SRGAN | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 11.672 ms | 0 - 193 MB | NPU
| SRGAN | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 27.039 ms | 0 - 192 MB | NPU
| SRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 33.298 ms | 0 - 6 MB | NPU
| SRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 21.175 ms | 0 - 2 MB | NPU
| SRGAN | QNN_DLC | float | Qualcomm® QCS8450 | 27.039 ms | 0 - 192 MB | NPU
| SRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 28.168 ms | 2 - 7 MB | NPU
| SRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 22.483 ms | 0 - 0 MB | NPU
| SRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 9.828 ms | 0 - 154 MB | NPU
| SRGAN | QNN_DLC | float | Qualcomm® SA7255P | 115.029 ms | 1 - 149 MB | NPU
| SRGAN | QNN_DLC | float | Qualcomm® SA8295P | 29.345 ms | 0 - 149 MB | NPU
| SRGAN | QNN_DLC | float | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 7.141 ms | 0 - 45 MB | NPU
| SRGAN | QNN_DLC | float | Snapdragon® 8 Elite Gen 6 Mobile | 7.128 ms | 0 - 155 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 7.161 ms | 0 - 178 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.255 ms | 0 - 173 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 8.601 ms | 0 - 0 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Snapdragon® X Elite | 19.333 ms | 0 - 0 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 9.643 ms | 0 - 196 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 20.287 ms | 0 - 206 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 39.222 ms | 0 - 4 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 13.3 ms | 0 - 5 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 18.3 ms | 0 - 4 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 20.287 ms | 0 - 206 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 19.321 ms | 0 - 4 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 19.333 ms | 0 - 0 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 205.09 ms | 0 - 178 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 20.62 ms | 0 - 167 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 8.255 ms | 0 - 173 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Qualcomm® SA7255P | 32.259 ms | 0 - 162 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Qualcomm® SA8295P | 22.324 ms | 0 - 168 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 20.62 ms | 0 - 167 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 5.966 ms | 0 - 71 MB | NPU
| SRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 6 Mobile | 6.246 ms | 0 - 170 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.404 ms | 0 - 41 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.873 ms | 0 - 44 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.917 ms | 0 - 0 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Snapdragon® X Elite | 9.649 ms | 0 - 0 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.515 ms | 0 - 64 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 10.167 ms | 0 - 68 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 16.62 ms | 2 - 5 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 6.147 ms | 0 - 4 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.917 ms | 0 - 47 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 10.167 ms | 0 - 68 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 9.044 ms | 0 - 3 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 9.649 ms | 0 - 0 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 84.534 ms | 1 - 148 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 10.467 ms | 0 - 150 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 3.873 ms | 0 - 44 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Qualcomm® SA7255P | 15.567 ms | 0 - 44 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Qualcomm® SA8295P | 11.413 ms | 0 - 44 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 10.467 ms | 0 - 150 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 2.972 ms | 0 - 49 MB | NPU
| SRGAN | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 6 Mobile | 3.001 ms | 0 - 48 MB | NPU
| SRGAN | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 8.433 ms | 3 - 163 MB | NPU
| SRGAN | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.282 ms | 3 - 157 MB | NPU
| SRGAN | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 12.015 ms | 3 - 201 MB | NPU
| SRGAN | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 27.579 ms | 3 - 198 MB | NPU
| SRGAN | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 34.011 ms | 3 - 13 MB | NPU
| SRGAN | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 21.761 ms | 3 - 5 MB | NPU
| SRGAN | TFLITE | float | Qualcomm® SA8775P | 28.759 ms | 3 - 160 MB | NPU
| SRGAN | TFLITE | float | Qualcomm® SA8650P | 28.759 ms | 3 - 160 MB | NPU
| SRGAN | TFLITE | float | Qualcomm® SA8255P | 28.759 ms | 3 - 160 MB | NPU
| SRGAN | TFLITE | float | Qualcomm® QCS8450 | 27.579 ms | 3 - 198 MB | NPU
| SRGAN | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 28.707 ms | 1 - 10 MB | NPU
| SRGAN | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 10.282 ms | 3 - 157 MB | NPU
| SRGAN | TFLITE | float | Qualcomm® SA8295P | 29.298 ms | 3 - 155 MB | NPU
| SRGAN | TFLITE | float | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 7.174 ms | 3 - 53 MB | NPU
| SRGAN | TFLITE | float | Snapdragon® 8 Elite Gen 6 Mobile | 7.426 ms | 3 - 163 MB | NPU
| SRGAN | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.403 ms | 0 - 42 MB | NPU
| SRGAN | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.884 ms | 0 - 40 MB | NPU
| SRGAN | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.545 ms | 0 - 67 MB | NPU
| SRGAN | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 10.142 ms | 1 - 71 MB | NPU
| SRGAN | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 16.989 ms | 1 - 6 MB | NPU
| SRGAN | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 6.174 ms | 1 - 6 MB | NPU
| SRGAN | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.845 ms | 1 - 3 MB | NPU
| SRGAN | TFLITE | w8a8 | Qualcomm® SA8775P | 9.33 ms | 1 - 49 MB | NPU
| SRGAN | TFLITE | w8a8 | Qualcomm® SA8650P | 9.33 ms | 1 - 49 MB | NPU
| SRGAN | TFLITE | w8a8 | Qualcomm® SA8255P | 9.33 ms | 1 - 49 MB | NPU
| SRGAN | TFLITE | w8a8 | Qualcomm® QCS8450 | 10.142 ms | 1 - 71 MB | NPU
| SRGAN | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 9.101 ms | 1 - 6 MB | NPU
| SRGAN | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 87.674 ms | 1 - 149 MB | NPU
| SRGAN | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 10.303 ms | 1 - 152 MB | NPU
| SRGAN | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 3.884 ms | 0 - 40 MB | NPU
| SRGAN | TFLITE | w8a8 | Qualcomm® SA7255P | 15.638 ms | 1 - 47 MB | NPU
| SRGAN | TFLITE | w8a8 | Qualcomm® SA8295P | 11.544 ms | 1 - 45 MB | NPU
| SRGAN | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 10.303 ms | 1 - 152 MB | NPU
| SRGAN | TFLITE | w8a8 | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 2.968 ms | 0 - 50 MB | NPU
| SRGAN | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 6 Mobile | 3.029 ms | 0 - 49 MB | NPU

## License
* The license for the original implementation of SRGAN can be found
  [here](https://github.com/Lornatang/SRGAN-PyTorch/blob/main/LICENSE).

## References
* [Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network](https://arxiv.org/abs/1609.04802v5)
* [Source Model Implementation](https://github.com/Lornatang/SRGAN-PyTorch)

## Community
* Join [our AI Hub Slack community](https://aihub.qualcomm.com/community/slack) to collaborate, post questions and learn more about on-device AI.
* For questions or feedback please [reach out to us](mailto:ai-hub-support@qti.qualcomm.com).