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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 0.298 ms 1 - 1 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 0.429 ms 0 - 50 MB NPU
MobileNet-v2 ONNX float Snapdragon® 8 Gen 1 Mobile 0.948 ms 1 - 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) 0.623 ms 0 - 13 MB NPU
MobileNet-v2 ONNX float Qualcomm® QCS8450 0.948 ms 1 - 56 MB NPU
MobileNet-v2 ONNX float Qualcomm® Dragonwing™ IQ-9075 0.849 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 0.351 ms 0 - 28 MB NPU
MobileNet-v2 ONNX float Snapdragon® 8 Elite Mobile 0.351 ms 0 - 28 MB NPU
MobileNet-v2 ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.279 ms 0 - 30 MB NPU
MobileNet-v2 ONNX w8a16 Snapdragon® X2 Elite 0.244 ms 1 - 1 MB NPU
MobileNet-v2 ONNX w8a16 Snapdragon® X Elite 0.56 ms 0 - 0 MB NPU
MobileNet-v2 ONNX w8a16 Snapdragon® 8 Gen 3 Mobile 0.374 ms 0 - 51 MB NPU
MobileNet-v2 ONNX w8a16 Snapdragon® 8 Gen 1 Mobile 0.712 ms 0 - 58 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® Dragonwing™ QCS6490 2.148 ms 0 - 3 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® Dragonwing™ IQ-8275 0.65 ms 0 - 4 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.565 ms 0 - 7 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® QCS8450 0.712 ms 0 - 58 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® Dragonwing™ IQ-9075 0.82 ms 0 - 3 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® Dragonwing™ IQ-X7181 0.56 ms 0 - 0 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® Dragonwing™ Q-6690 2.703 ms 0 - 149 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® Dragonwing™ Q-7790 0.617 ms 0 - 35 MB NPU
MobileNet-v2 ONNX w8a16 Qualcomm® Dragonwing™ Q-8750 0.278 ms 0 - 40 MB NPU
MobileNet-v2 ONNX w8a16 Snapdragon® 8 Elite Mobile 0.278 ms 0 - 40 MB NPU
MobileNet-v2 ONNX w8a16 Snapdragon® 8 Elite Gen 5 Mobile 0.224 ms 0 - 37 MB NPU
MobileNet-v2 ONNX w8a16 Snapdragon® 7 Gen 4 Mobile 0.617 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 0.622 ms 0 - 0 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Snapdragon® 8 Gen 3 Mobile 0.431 ms 0 - 51 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-8275 0.672 ms 0 - 4 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.606 ms 0 - 7 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 0.622 ms 0 - 0 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-6690 3.896 ms 0 - 151 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-7790 0.73 ms 0 - 154 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-8750 0.327 ms 0 - 37 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Snapdragon® 8 Elite Mobile 0.327 ms 0 - 37 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Snapdragon® 8 Elite Gen 5 Mobile 0.263 ms 0 - 38 MB NPU
MobileNet-v2 ONNX w8a16_mixed_int16 Snapdragon® 7 Gen 4 Mobile 0.73 ms 0 - 154 MB NPU
MobileNet-v2 ONNX w8a8 Snapdragon® X2 Elite 0.237 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 0.334 ms 0 - 50 MB NPU
MobileNet-v2 ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.592 ms 0 - 53 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.13 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) 0.458 ms 0 - 6 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® QCS8450 0.592 ms 0 - 53 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.57 ms 0 - 3 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.458 ms 0 - 0 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 1.489 ms 0 - 34 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.437 ms 0 - 34 MB NPU
MobileNet-v2 ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.283 ms 0 - 39 MB NPU
MobileNet-v2 ONNX w8a8 Snapdragon® 8 Elite Mobile 0.283 ms 0 - 39 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 0.437 ms 0 - 34 MB NPU
MobileNet-v2 QNN_DLC float Snapdragon® X2 Elite 0.47 ms 1 - 1 MB NPU
MobileNet-v2 QNN_DLC float Snapdragon® X Elite 1.082 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 1.698 ms 0 - 55 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 2.661 ms 1 - 30 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.919 ms 1 - 24 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® SA8775P 1.206 ms 1 - 32 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® SA8650P 1.206 ms 1 - 32 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® SA8255P 1.206 ms 1 - 32 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® QCS8450 1.698 ms 0 - 55 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 1.091 ms 1 - 3 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 1.082 ms 1 - 1 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® Dragonwing™ Q-8750 0.449 ms 1 - 30 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® SA7255P 2.661 ms 1 - 30 MB NPU
MobileNet-v2 QNN_DLC float Qualcomm® SA8295P 1.51 ms 0 - 28 MB NPU
MobileNet-v2 QNN_DLC float Snapdragon® 8 Elite Mobile 0.449 ms 1 - 30 MB NPU
MobileNet-v2 QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.348 ms 1 - 31 MB NPU
MobileNet-v2 QNN_DLC w8a16 Snapdragon® X2 Elite 0.429 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a16 Snapdragon® X Elite 0.947 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 0.982 ms 0 - 52 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ QCS6490 2.829 ms 2 - 4 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-8275 0.83 ms 0 - 3 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-8275 1.766 ms 0 - 32 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.805 ms 0 - 2 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® SA8775P 1.02 ms 0 - 34 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® SA8650P 1.02 ms 0 - 34 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® SA8255P 1.02 ms 0 - 34 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® QCS8450 0.982 ms 0 - 52 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-9075 0.961 ms 0 - 2 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-X7181 0.947 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ Q-6690 3.388 ms 0 - 144 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® Dragonwing™ Q-7790 0.869 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® SA7255P 1.766 ms 0 - 32 MB NPU
MobileNet-v2 QNN_DLC w8a16 Qualcomm® SA8295P 1.291 ms 0 - 30 MB NPU
MobileNet-v2 QNN_DLC w8a16 Snapdragon® 8 Elite Mobile 0.378 ms 0 - 31 MB NPU
MobileNet-v2 QNN_DLC w8a16 Snapdragon® 8 Elite Gen 5 Mobile 0.304 ms 0 - 33 MB NPU
MobileNet-v2 QNN_DLC w8a16 Snapdragon® 7 Gen 4 Mobile 0.869 ms 0 - 143 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Snapdragon® X2 Elite 0.467 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Snapdragon® X Elite 0.997 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Snapdragon® 8 Gen 3 Mobile 0.604 ms 0 - 45 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-8275 0.888 ms 0 - 3 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-8275 2.025 ms 0 - 32 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.866 ms 0 - 2 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® SA8775P 1.055 ms 0 - 35 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® SA8650P 1.055 ms 0 - 35 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® SA8255P 1.055 ms 0 - 35 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-9075 0.944 ms 0 - 2 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-X7181 0.997 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-6690 4.787 ms 0 - 145 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-7790 0.99 ms 0 - 144 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-8750 0.419 ms 0 - 36 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Qualcomm® SA7255P 2.025 ms 0 - 32 MB NPU
MobileNet-v2 QNN_DLC w8a16_mixed_int16 Snapdragon® 8 Elite Mobile 0.419 ms 0 - 36 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 0.99 ms 0 - 144 MB NPU
MobileNet-v2 QNN_DLC w8a8 Snapdragon® X2 Elite 0.274 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a8 Snapdragon® X Elite 0.553 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.316 ms 0 - 44 MB NPU
MobileNet-v2 QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.624 ms 0 - 48 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 1.435 ms 2 - 4 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.558 ms 0 - 3 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 1.053 ms 0 - 31 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.453 ms 0 - 2 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® SA8775P 0.624 ms 0 - 33 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® SA8650P 0.624 ms 0 - 33 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® SA8255P 0.624 ms 0 - 33 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® QCS8450 0.624 ms 0 - 48 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-9075 0.55 ms 0 - 2 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.553 ms 0 - 0 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 1.8 ms 0 - 30 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.477 ms 0 - 30 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-8750 0.231 ms 0 - 35 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® SA7255P 1.053 ms 0 - 31 MB NPU
MobileNet-v2 QNN_DLC w8a8 Qualcomm® SA8295P 0.817 ms 0 - 29 MB NPU
MobileNet-v2 QNN_DLC w8a8 Snapdragon® 8 Elite Mobile 0.231 ms 0 - 35 MB NPU
MobileNet-v2 QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.189 ms 0 - 31 MB NPU
MobileNet-v2 QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.477 ms 0 - 30 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 1.702 ms 0 - 57 MB NPU
MobileNet-v2 TFLITE float Qualcomm® Dragonwing™ IQ-8275 1.036 ms 0 - 11 MB NPU
MobileNet-v2 TFLITE float Qualcomm® Dragonwing™ IQ-8275 2.684 ms 0 - 32 MB NPU
MobileNet-v2 TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.927 ms 0 - 2 MB NPU
MobileNet-v2 TFLITE float Qualcomm® SA8775P 1.244 ms 0 - 36 MB NPU
MobileNet-v2 TFLITE float Qualcomm® SA8650P 1.244 ms 0 - 36 MB NPU
MobileNet-v2 TFLITE float Qualcomm® SA8255P 1.244 ms 0 - 36 MB NPU
MobileNet-v2 TFLITE float Qualcomm® QCS8450 1.702 ms 0 - 57 MB NPU
MobileNet-v2 TFLITE float Qualcomm® Dragonwing™ IQ-9075 1.091 ms 0 - 10 MB NPU
MobileNet-v2 TFLITE float Qualcomm® Dragonwing™ Q-8750 0.45 ms 0 - 32 MB NPU
MobileNet-v2 TFLITE float Qualcomm® SA7255P 2.684 ms 0 - 32 MB NPU
MobileNet-v2 TFLITE float Qualcomm® SA8295P 1.499 ms 0 - 30 MB NPU
MobileNet-v2 TFLITE float Snapdragon® 8 Elite Mobile 0.45 ms 0 - 32 MB NPU
MobileNet-v2 TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.352 ms 0 - 34 MB NPU
MobileNet-v2 TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.291 ms 0 - 44 MB NPU
MobileNet-v2 TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.544 ms 0 - 51 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 1.271 ms 0 - 7 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.454 ms 0 - 6 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 1.047 ms 0 - 32 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.409 ms 0 - 2 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® SA8775P 0.597 ms 0 - 34 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® SA8650P 0.597 ms 0 - 34 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® SA8255P 0.597 ms 0 - 34 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® QCS8450 0.544 ms 0 - 51 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.511 ms 0 - 6 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 1.654 ms 0 - 29 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.415 ms 0 - 30 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.216 ms 0 - 35 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® SA7255P 1.047 ms 0 - 32 MB NPU
MobileNet-v2 TFLITE w8a8 Qualcomm® SA8295P 0.807 ms 0 - 29 MB NPU
MobileNet-v2 TFLITE w8a8 Snapdragon® 8 Elite Mobile 0.216 ms 0 - 35 MB NPU
MobileNet-v2 TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.184 ms 0 - 32 MB NPU
MobileNet-v2 TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.415 ms 0 - 30 MB NPU

License

  • The license for the original implementation of MobileNet-v2 can be found here.

References

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