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qualcomm/
MobileNet-v2

Name: MobileNet-v2
Rating: 2.5 (177 reviews)

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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

Community

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qualcomm/MobileNet-v2