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. This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the Qualcomm® AI Hub Models library to export with custom configurations. More details on model performance across various devices, can be found here.
Qualcomm AI Hub Models uses Qualcomm AI Hub Workbench to compile, profile, and evaluate this model. Sign up 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 1.25.0 | Download |
| ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | Download |
| ONNX | w8a16_mixed_int16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | Download |
| ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | Download |
| QNN_DLC | float | Universal | QAIRT 2.45 | Download |
| QNN_DLC | w8a16 | Universal | QAIRT 2.45 | Download |
| QNN_DLC | w8a16_mixed_int16 | Universal | QAIRT 2.45 | Download |
| QNN_DLC | w8a8 | Universal | QAIRT 2.45 | Download |
| TFLITE | float | Universal | QAIRT 2.45 | Download |
| TFLITE | w8a8 | Universal | QAIRT 2.45 | Download |
For more device-specific assets and performance metrics, visit MobileNet-v2 on Qualcomm® AI Hub.
Option 2: Export with Custom Configurations
Use the Qualcomm® AI Hub Models 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 for usage instructions.
Model Details
Model Type: Model_use_case.image_classification
Model Stats:
- Model checkpoint: Imagenet
- Input resolution: 224x224
- Number of parameters: 3.49M
- Model size (float): 13.3 MB
- Model size (w8a16): 4.39 MB
Performance Summary
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit |
|---|---|---|---|---|---|---|
| MobileNet-v2 | ONNX | float | Snapdragon® X2 Elite | 0.299 ms | 2 - 2 MB | NPU |
| MobileNet-v2 | ONNX | float | Snapdragon® X Elite | 0.642 ms | 7 - 7 MB | NPU |
| MobileNet-v2 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.431 ms | 1 - 56 MB | NPU |
| MobileNet-v2 | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 0.943 ms | 0 - 55 MB | NPU |
| MobileNet-v2 | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.637 ms | 0 - 34 MB | NPU |
| MobileNet-v2 | ONNX | float | Qualcomm® QCS8450 | 0.943 ms | 0 - 55 MB | NPU |
| MobileNet-v2 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.279 ms | 0 - 29 MB | NPU |
| MobileNet-v2 | ONNX | float | Snapdragon® 8 Elite Mobile | 0.341 ms | 0 - 33 MB | NPU |
| MobileNet-v2 | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 0.895 ms | 0 - 52 MB | NPU |
| MobileNet-v2 | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.341 ms | 0 - 33 MB | NPU |
| MobileNet-v2 | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.642 ms | 7 - 7 MB | NPU |
| MobileNet-v2 | ONNX | w8a16 | Snapdragon® X2 Elite | 0.239 ms | 1 - 1 MB | NPU |
| MobileNet-v2 | ONNX | w8a16 | Snapdragon® X Elite | 0.551 ms | 0 - 0 MB | NPU |
| MobileNet-v2 | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.382 ms | 0 - 51 MB | NPU |
| MobileNet-v2 | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.711 ms | 0 - 55 MB | NPU |
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 1.797 ms | 0 - 3 MB | NPU |
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.55 ms | 0 - 3 MB | NPU |
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCS8450 | 0.711 ms | 0 - 55 MB | NPU |
| MobileNet-v2 | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.275 ms | 0 - 35 MB | NPU |
| MobileNet-v2 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.608 ms | 0 - 35 MB | NPU |
| MobileNet-v2 | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.222 ms | 0 - 37 MB | NPU |
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 2.702 ms | 0 - 149 MB | NPU |
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.608 ms | 0 - 35 MB | NPU |
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.275 ms | 0 - 35 MB | NPU |
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.551 ms | 0 - 0 MB | NPU |
| MobileNet-v2 | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.733 ms | 0 - 49 MB | NPU |
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.287 ms | 1 - 1 MB | NPU |
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 0.613 ms | 0 - 0 MB | NPU |
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.427 ms | 0 - 51 MB | NPU |
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.6 ms | 0 - 2 MB | NPU |
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 0.721 ms | 0 - 152 MB | NPU |
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.261 ms | 0 - 37 MB | NPU |
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-6690 | 3.882 ms | 0 - 150 MB | NPU |
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.319 ms | 0 - 36 MB | NPU |
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-7790 | 0.721 ms | 0 - 152 MB | NPU |
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-8750 | 0.319 ms | 0 - 36 MB | NPU |
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.613 ms | 0 - 0 MB | NPU |
| MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-9075 | 0.779 ms | 0 - 50 MB | NPU |
| MobileNet-v2 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.239 ms | 1 - 1 MB | NPU |
| MobileNet-v2 | ONNX | w8a8 | Snapdragon® X Elite | 0.458 ms | 0 - 0 MB | NPU |
| MobileNet-v2 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.328 ms | 0 - 49 MB | NPU |
| MobileNet-v2 | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.588 ms | 0 - 53 MB | NPU |
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.293 ms | 0 - 3 MB | NPU |
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.46 ms | 0 - 2 MB | NPU |
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® QCS8450 | 0.588 ms | 0 - 53 MB | NPU |
| MobileNet-v2 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.288 ms | 0 - 35 MB | NPU |
| MobileNet-v2 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.439 ms | 0 - 34 MB | NPU |
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.579 ms | 0 - 3 MB | NPU |
| MobileNet-v2 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.252 ms | 0 - 35 MB | NPU |
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.48 ms | 0 - 35 MB | NPU |
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.439 ms | 0 - 34 MB | NPU |
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.288 ms | 0 - 35 MB | NPU |
| MobileNet-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.458 ms | 0 - 0 MB | NPU |
| MobileNet-v2 | QNN_DLC | float | Snapdragon® X2 Elite | 0.468 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 | 0.6 ms | 0 - 49 MB | NPU |
| MobileNet-v2 | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.701 ms | 0 - 56 MB | NPU |
| MobileNet-v2 | QNN_DLC | float | Qualcomm® QCS8275 | 2.697 ms | 1 - 30 MB | NPU |
| MobileNet-v2 | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.924 ms | 0 - 10 MB | NPU |
| MobileNet-v2 | QNN_DLC | float | Qualcomm® SA8775P | 1.205 ms | 1 - 32 MB | NPU |
| MobileNet-v2 | QNN_DLC | float | Qualcomm® SA8650P | 1.205 ms | 1 - 32 MB | NPU |
| MobileNet-v2 | QNN_DLC | float | Qualcomm® SA8255P | 1.205 ms | 1 - 32 MB | NPU |
| MobileNet-v2 | QNN_DLC | float | Qualcomm® QCS8450 | 1.701 ms | 0 - 56 MB | NPU |
| MobileNet-v2 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.346 ms | 1 - 31 MB | NPU |
| MobileNet-v2 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.449 ms | 0 - 34 MB | NPU |
| MobileNet-v2 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.085 ms | 3 - 5 MB | NPU |
| MobileNet-v2 | QNN_DLC | float | Qualcomm® SA7255P | 2.697 ms | 1 - 30 MB | NPU |
| MobileNet-v2 | QNN_DLC | float | Qualcomm® SA8295P | 1.497 ms | 1 - 28 MB | NPU |
| MobileNet-v2 | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.449 ms | 0 - 34 MB | NPU |
| MobileNet-v2 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.069 ms | 1 - 1 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.422 ms | 0 - 0 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.934 ms | 0 - 0 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.571 ms | 0 - 44 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.98 ms | 0 - 49 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 2.859 ms | 0 - 2 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 1.761 ms | 0 - 32 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.799 ms | 0 - 23 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.002 ms | 0 - 33 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA8650P | 1.002 ms | 0 - 33 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA8255P | 1.002 ms | 0 - 33 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 0.98 ms | 0 - 49 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.378 ms | 0 - 31 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA7255P | 1.761 ms | 0 - 32 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.272 ms | 0 - 29 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.867 ms | 0 - 143 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.298 ms | 0 - 31 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 3.359 ms | 0 - 144 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.867 ms | 0 - 143 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.378 ms | 0 - 31 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.934 ms | 0 - 0 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.983 ms | 2 - 4 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.456 ms | 0 - 0 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 0.998 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® QCS8275 | 2.053 ms | 0 - 31 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.86 ms | 0 - 2 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 1.042 ms | 0 - 35 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8650P | 1.042 ms | 0 - 35 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8255P | 1.042 ms | 0 - 35 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 0.983 ms | 0 - 147 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.325 ms | 0 - 35 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-6690 | 4.755 ms | 0 - 145 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.415 ms | 0 - 31 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA7255P | 2.053 ms | 0 - 31 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-7790 | 0.983 ms | 0 - 147 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-8750 | 0.415 ms | 0 - 31 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.998 ms | 0 - 0 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-9075 | 1.029 ms | 0 - 2 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.271 ms | 0 - 0 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.559 ms | 0 - 0 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.322 ms | 0 - 43 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.621 ms | 0 - 48 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.45 ms | 0 - 2 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 1.075 ms | 0 - 32 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.447 ms | 0 - 22 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.626 ms | 0 - 33 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.626 ms | 0 - 33 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.626 ms | 0 - 33 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.621 ms | 0 - 48 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.232 ms | 0 - 30 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.472 ms | 0 - 30 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.075 ms | 0 - 32 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.812 ms | 0 - 29 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.548 ms | 0 - 2 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.192 ms | 0 - 31 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.786 ms | 0 - 30 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.472 ms | 0 - 30 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.232 ms | 0 - 30 MB | NPU |
| MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.559 ms | 0 - 0 MB | NPU |
| MobileNet-v2 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.599 ms | 0 - 52 MB | NPU |
| MobileNet-v2 | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.704 ms | 0 - 58 MB | NPU |
| MobileNet-v2 | TFLITE | float | Qualcomm® QCS8275 | 2.699 ms | 0 - 32 MB | NPU |
| MobileNet-v2 | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.926 ms | 0 - 2 MB | NPU |
| MobileNet-v2 | TFLITE | float | Qualcomm® SA8775P | 1.233 ms | 0 - 36 MB | NPU |
| MobileNet-v2 | TFLITE | float | Qualcomm® SA8650P | 1.233 ms | 0 - 36 MB | NPU |
| MobileNet-v2 | TFLITE | float | Qualcomm® SA8255P | 1.233 ms | 0 - 36 MB | NPU |
| MobileNet-v2 | TFLITE | float | Qualcomm® QCS8450 | 1.704 ms | 0 - 58 MB | NPU |
| MobileNet-v2 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.345 ms | 0 - 34 MB | NPU |
| MobileNet-v2 | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.45 ms | 0 - 32 MB | NPU |
| MobileNet-v2 | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.093 ms | 0 - 10 MB | NPU |
| MobileNet-v2 | TFLITE | float | Qualcomm® SA7255P | 2.699 ms | 0 - 32 MB | NPU |
| MobileNet-v2 | TFLITE | float | Qualcomm® SA8295P | 1.502 ms | 0 - 30 MB | NPU |
| MobileNet-v2 | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.45 ms | 0 - 32 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.284 ms | 0 - 44 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.539 ms | 0 - 52 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.301 ms | 0 - 7 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS8275 | 0.976 ms | 0 - 32 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.41 ms | 0 - 25 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.6 ms | 0 - 34 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8650P | 0.6 ms | 0 - 34 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8255P | 0.6 ms | 0 - 34 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.539 ms | 0 - 52 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.215 ms | 0 - 30 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.413 ms | 0 - 30 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA7255P | 0.976 ms | 0 - 32 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8295P | 0.803 ms | 0 - 29 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.574 ms | 0 - 6 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.186 ms | 0 - 33 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.627 ms | 0 - 30 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.413 ms | 0 - 30 MB | NPU |
| MobileNet-v2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.215 ms | 0 - 30 MB | NPU |
License
- The license for the original implementation of MobileNet-v2 can be found here.
References
Community
- Join our AI Hub Slack community to collaborate, post questions and learn more about on-device AI.
- For questions or feedback please reach out to us.
