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MobileNet-v2

Image Classification
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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 1.27.1 Download
ONNX w8a16 Universal QAIRT 2.45, ONNX Runtime 1.27.1 Download
ONNX w8a16_mixed_int16 Universal QAIRT 2.45, ONNX Runtime 1.27.1 Download
ONNX w8a8 Universal QAIRT 2.45, ONNX Runtime 1.27.1 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:

  • 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 0.305 ms 2 - 2 MB NPU
MobileNet-v2 ONNX float Snapdragon® X Elite 0.641 ms 7 - 7 MB NPU
MobileNet-v2 ONNX float Snapdragon® 8 Gen 3 Mobile 0.425 ms 0 - 51 MB NPU
MobileNet-v2 ONNX float Snapdragon® 8 Gen 1 Mobile 0.952 ms 0 - 56 MB NPU
MobileNet-v2 ONNX float Qualcomm® Dragonwing™ IQ-8275 0.855 ms 0 - 4 MB NPU
MobileNet-v2 ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.62 ms 0 - 9 MB NPU
MobileNet-v2 ONNX float Qualcomm® QCS8450 0.952 ms 0 - 56 MB NPU
MobileNet-v2 ONNX float Qualcomm® Dragonwing™ IQ-9075 0.851 ms 1 - 3 MB NPU
MobileNet-v2 ONNX float Qualcomm® Dragonwing™ IQ-X7181 0.641 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 0.277 ms 0 - 30 MB NPU
MobileNet-v2 ONNX w8a16 Snapdragon® X2 Elite 0.241 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 0.381 ms 0 - 52 MB NPU
MobileNet-v2 ONNX w8a16 Snapdragon® 8 Gen 1 Mobile 0.716 ms 0 - 56 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® Dragonwing™ QCS6490 2.126 ms 0 - 3 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® Dragonwing™ IQ-8275 0.626 ms 0 - 4 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.559 ms 0 - 9 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® QCS8450 0.716 ms 0 - 56 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® Dragonwing™ IQ-9075 0.709 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 2.706 ms 0 - 149 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® Dragonwing™ Q-7790 0.616 ms 0 - 35 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® Dragonwing™ Q-8750 0.278 ms 0 - 35 MB NPU
MobileNet-v2 ONNX w8a16 Snapdragon® 8 Elite Mobile 0.278 ms 0 - 35 MB NPU
MobileNet-v2 ONNX w8a16 Snapdragon® 8 Elite Gen 5 Mobile 0.223 ms 0 - 36 MB NPU
MobileNet-v2 ONNX w8a16 Snapdragon® 7 Gen 4 Mobile 0.616 ms 0 - 35 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Snapdragon® X2 Elite 0.29 ms 1 - 1 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Snapdragon® X Elite 0.627 ms 0 - 0 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Snapdragon® 8 Gen 3 Mobile 0.428 ms 0 - 51 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-8275 0.693 ms 0 - 4 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.61 ms 0 - 86 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-9075 0.744 ms 0 - 3 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-X7181 0.627 ms 0 - 0 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-6690 3.894 ms 0 - 150 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-7790 0.739 ms 0 - 153 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-8750 0.328 ms 0 - 36 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Snapdragon® 8 Elite Mobile 0.328 ms 0 - 36 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Snapdragon® 8 Elite Gen 5 Mobile 0.264 ms 0 - 38 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Snapdragon® 7 Gen 4 Mobile 0.739 ms 0 - 153 MB NPU
MobileNet-v2 ONNX w8a8 Snapdragon® X2 Elite 0.239 ms 1 - 1 MB NPU
MobileNet-v2 ONNX w8a8 Snapdragon® X Elite 0.455 ms 0 - 0 MB NPU
MobileNet-v2 ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.326 ms 0 - 56 MB NPU
MobileNet-v2 ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.593 ms 0 - 53 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.233 ms 0 - 3 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.532 ms 0 - 4 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.46 ms 0 - 7 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® QCS8450 0.593 ms 0 - 53 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.577 ms 0 - 3 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.455 ms 0 - 0 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 1.478 ms 0 - 35 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.438 ms 0 - 34 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.285 ms 0 - 34 MB NPU
MobileNet-v2 ONNX w8a8 Snapdragon® 8 Elite Mobile 0.285 ms 0 - 34 MB NPU
MobileNet-v2 ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.253 ms 0 - 35 MB NPU
MobileNet-v2 ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.438 ms 0 - 34 MB NPU
MobileNet-v2 QNN_DLC float Snapdragon® X2 Elite 0.476 ms 1 - 1 MB NPU
MobileNet-v2 QNN_DLC float Snapdragon® X Elite 1.083 ms 1 - 1 MB NPU
MobileNet-v2 QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.596 ms 0 - 49 MB NPU
MobileNet-v2 QNN_DLC float Snapdragon® 8 Gen 1 Mobile 1.702 ms 0 - 54 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® Dragonwing™ IQ-8275 1.032 ms 1 - 4 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® Dragonwing™ IQ-8275 2.674 ms 1 - 29 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.922 ms 1 - 2 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® SA8775P 1.212 ms 1 - 32 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® SA8650P 1.212 ms 1 - 32 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® SA8255P 1.212 ms 1 - 32 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® QCS8450 1.702 ms 0 - 54 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 1.1 ms 3 - 5 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 1.083 ms 1 - 1 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® Dragonwing™ Q-8750 0.45 ms 0 - 29 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® SA7255P 2.674 ms 1 - 29 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® SA8295P 1.502 ms 1 - 28 MB NPU
MobileNet-v2 QNN_DLC float Snapdragon® 8 Elite Mobile 0.45 ms 0 - 29 MB NPU
MobileNet-v2 QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.348 ms 1 - 30 MB NPU
MobileNet-v2 QNN_DLC w8a16 Snapdragon® X2 Elite 0.421 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a16 Snapdragon® X Elite 0.95 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a16 Snapdragon® 8 Gen 3 Mobile 0.569 ms 0 - 44 MB NPU
MobileNet-v2 QNN_DLC w8a16 Snapdragon® 8 Gen 1 Mobile 0.985 ms 0 - 50 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ QCS6490 2.872 ms 0 - 2 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-8275 0.826 ms 0 - 3 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-8275 1.787 ms 0 - 32 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.807 ms 0 - 2 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® SA8775P 1.0 ms 0 - 34 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® SA8650P 1.0 ms 0 - 34 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® SA8255P 1.0 ms 0 - 34 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® QCS8450 0.985 ms 0 - 50 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-9075 0.916 ms 0 - 2 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-X7181 0.95 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ Q-6690 3.39 ms 0 - 144 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ Q-7790 0.876 ms 0 - 143 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ Q-8750 0.378 ms 0 - 32 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® SA7255P 1.787 ms 0 - 32 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® SA8295P 1.288 ms 0 - 30 MB NPU
MobileNet-v2 QNN_DLC w8a16 Snapdragon® 8 Elite Mobile 0.378 ms 0 - 32 MB NPU
MobileNet-v2 QNN_DLC w8a16 Snapdragon® 8 Elite Gen 5 Mobile 0.297 ms 0 - 31 MB NPU
MobileNet-v2 QNN_DLC w8a16 Snapdragon® 7 Gen 4 Mobile 0.876 ms 0 - 143 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Snapdragon® X2 Elite 0.454 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Snapdragon® X Elite 1.001 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Snapdragon® 8 Gen 3 Mobile 0.608 ms 0 - 44 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-8275 0.89 ms 0 - 3 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-8275 2.011 ms 0 - 33 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.869 ms 0 - 2 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® SA8775P 1.064 ms 0 - 35 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® SA8650P 1.064 ms 0 - 35 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® SA8255P 1.064 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 1.001 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-6690 4.792 ms 0 - 145 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-7790 0.975 ms 0 - 144 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-8750 0.415 ms 0 - 36 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® SA7255P 2.011 ms 0 - 33 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Snapdragon® 8 Elite Mobile 0.415 ms 0 - 36 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Snapdragon® 8 Elite Gen 5 Mobile 0.326 ms 0 - 33 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Snapdragon® 7 Gen 4 Mobile 0.975 ms 0 - 144 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 0.556 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.323 ms 0 - 43 MB NPU
MobileNet-v2 QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.624 ms 0 - 51 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 1.443 ms 0 - 2 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.562 ms 0 - 3 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 1.051 ms 0 - 31 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.458 ms 0 - 61 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® SA8775P 0.633 ms 0 - 33 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® SA8650P 0.633 ms 0 - 33 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® SA8255P 0.633 ms 0 - 33 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® QCS8450 0.624 ms 0 - 51 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-9075 0.527 ms 0 - 2 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.556 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 1.794 ms 0 - 30 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.474 ms 0 - 30 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-8750 0.23 ms 0 - 31 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® SA7255P 1.051 ms 0 - 31 MB NPU
MobileNet-v2 QNN_DLC w8a8 Snapdragon® 8 Elite Mobile 0.23 ms 0 - 31 MB NPU
MobileNet-v2 QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.184 ms 0 - 31 MB NPU
MobileNet-v2 QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.474 ms 0 - 30 MB NPU
MobileNet-v2 TFLITE float Snapdragon® 8 Gen 3 Mobile 0.6 ms 0 - 52 MB NPU
MobileNet-v2 TFLITE float Snapdragon® 8 Gen 1 Mobile 1.695 ms 0 - 58 MB NPU
MobileNet-v2 TFLITE float Qualcomm® Dragonwing™ IQ-8275 1.032 ms 0 - 11 MB NPU
MobileNet-v2 TFLITE float Qualcomm® Dragonwing™ IQ-8275 2.693 ms 0 - 35 MB NPU
MobileNet-v2 TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.924 ms 0 - 2 MB NPU
MobileNet-v2 TFLITE float Qualcomm® SA8775P 1.228 ms 0 - 35 MB NPU
MobileNet-v2 TFLITE float Qualcomm® SA8650P 1.228 ms 0 - 35 MB NPU
MobileNet-v2 TFLITE float Qualcomm® SA8255P 1.228 ms 0 - 35 MB NPU
MobileNet-v2 TFLITE float Qualcomm® QCS8450 1.695 ms 0 - 58 MB NPU
MobileNet-v2 TFLITE float Qualcomm® Dragonwing™ IQ-9075 1.095 ms 0 - 10 MB NPU
MobileNet-v2 TFLITE float Qualcomm® Dragonwing™ Q-8750 0.449 ms 0 - 33 MB NPU
MobileNet-v2 TFLITE float Qualcomm® SA7255P 2.693 ms 0 - 35 MB NPU
MobileNet-v2 TFLITE float Qualcomm® SA8295P 1.502 ms 0 - 31 MB NPU
MobileNet-v2 TFLITE float Snapdragon® 8 Elite Mobile 0.449 ms 0 - 33 MB NPU
MobileNet-v2 TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.346 ms 0 - 35 MB NPU
MobileNet-v2 TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.288 ms 0 - 43 MB NPU
MobileNet-v2 TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.539 ms 0 - 51 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 1.286 ms 0 - 7 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.459 ms 0 - 6 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.958 ms 0 - 33 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.41 ms 0 - 7 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® SA8775P 0.601 ms 0 - 33 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® SA8650P 0.601 ms 0 - 33 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® SA8255P 0.601 ms 0 - 33 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® QCS8450 0.539 ms 0 - 51 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.515 ms 0 - 6 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 1.629 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 0.214 ms 0 - 37 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® SA7255P 0.958 ms 0 - 33 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® SA8295P 0.814 ms 0 - 29 MB NPU
MobileNet-v2 TFLITE w8a8 Snapdragon® 8 Elite Mobile 0.214 ms 0 - 37 MB NPU
MobileNet-v2 TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.182 ms 0 - 31 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.

References

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