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qualcomm/
EdgeTAM

Name: EdgeTAM
Availability: InStock

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EdgeTAM: Optimized for Qualcomm Devices

EdgeTAM is a lightweight and efficient version of SAM 2, optimized for on-device tracking and segmenting any object in videos and low memory usage by using a novel 2D Spatial Perceiver and RepViT backbone.

This is based on the implementation of EdgeTAM 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	w8a8	Universal	QAIRT 2.45, ONNX Runtime 1.27.1	Download
QNN_DLC	float	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 EdgeTAM 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 EdgeTAM on GitHub for usage instructions.

Model Details

Model Type: Model_use_case.semantic_segmentation

Model Stats:

Input resolution (Encoder): 1024x1024
Model checkpoint: edgetam.pt
Model size (encoder) (float): 33 MB
Model size (memory_encoder) (float): 4.6 MB
Model size (video_decoder) (float): 23.7 MB
Number of parameters (encoder): 8.3M
Number of parameters (memory_encoder): 1.2M
Number of parameters (video_decoder): 6.22M

Performance Summary

Model	Runtime	Precision	Chipset	Inference Time (ms)	Peak Memory Range (MB)	Primary Compute Unit
encoder	ONNX	float	Snapdragon® X2 Elite	8.832 ms	70 - 70 MB	NPU
encoder	ONNX	float	Snapdragon® X Elite	17.916 ms	70 - 70 MB	NPU
encoder	ONNX	float	Snapdragon® 8 Gen 3 Mobile	13.966 ms	55 - 409 MB	NPU
encoder	ONNX	float	Snapdragon® 8 Gen 1 Mobile	91.259 ms	11 - 425 MB	NPU
encoder	ONNX	float	Qualcomm® Dragonwing™ IQ-8275	24.038 ms	16 - 19 MB	NPU
encoder	ONNX	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	18.149 ms	41 - 44 MB	NPU
encoder	ONNX	float	Qualcomm® QCS8450	91.259 ms	11 - 425 MB	NPU
encoder	ONNX	float	Qualcomm® Dragonwing™ IQ-9075	22.877 ms	12 - 15 MB	NPU
encoder	ONNX	float	Qualcomm® Dragonwing™ IQ-X7181	17.916 ms	70 - 70 MB	NPU
encoder	ONNX	float	Qualcomm® Dragonwing™ Q-8750	9.514 ms	44 - 359 MB	NPU
encoder	ONNX	float	Snapdragon® 8 Elite Mobile	9.514 ms	44 - 359 MB	NPU
encoder	ONNX	float	Snapdragon® 8 Elite Gen 5 Mobile	7.971 ms	44 - 384 MB	NPU
encoder	ONNX	w8a8	Snapdragon® X2 Elite	3.158 ms	18 - 18 MB	NPU
encoder	ONNX	w8a8	Snapdragon® X Elite	8.221 ms	18 - 18 MB	NPU
encoder	ONNX	w8a8	Snapdragon® 8 Gen 3 Mobile	5.315 ms	15 - 310 MB	NPU
encoder	ONNX	w8a8	Snapdragon® 8 Gen 1 Mobile	2252.64 ms	4 - 320 MB	NPU
encoder	ONNX	w8a8	Qualcomm® Dragonwing™ QCS6490	4486.706 ms	3 - 6 MB	NPU
encoder	ONNX	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	7.886 ms	10 - 189 MB	NPU
encoder	ONNX	w8a8	Qualcomm® QCS8450	2252.64 ms	4 - 320 MB	NPU
encoder	ONNX	w8a8	Qualcomm® Dragonwing™ IQ-9075	8.457 ms	12 - 15 MB	NPU
encoder	ONNX	w8a8	Qualcomm® Dragonwing™ IQ-X7181	8.221 ms	18 - 18 MB	NPU
encoder	ONNX	w8a8	Qualcomm® Dragonwing™ Q-6690	77.901 ms	4 - 255 MB	NPU
encoder	ONNX	w8a8	Qualcomm® Dragonwing™ Q-7790	10.622 ms	15 - 273 MB	NPU
encoder	ONNX	w8a8	Qualcomm® Dragonwing™ Q-8750	4.464 ms	11 - 269 MB	NPU
encoder	ONNX	w8a8	Snapdragon® 8 Elite Mobile	4.464 ms	11 - 269 MB	NPU
encoder	ONNX	w8a8	Snapdragon® 8 Elite Gen 5 Mobile	3.067 ms	0 - 279 MB	NPU
encoder	ONNX	w8a8	Snapdragon® 7 Gen 4 Mobile	10.622 ms	15 - 273 MB	NPU
encoder	QNN_DLC	float	Snapdragon® X2 Elite	10.264 ms	12 - 12 MB	NPU
encoder	QNN_DLC	float	Snapdragon® X Elite	23.476 ms	12 - 12 MB	NPU
encoder	QNN_DLC	float	Snapdragon® 8 Gen 3 Mobile	16.747 ms	9 - 348 MB	NPU
encoder	QNN_DLC	float	Snapdragon® 8 Gen 1 Mobile	99.919 ms	0 - 410 MB	NPU
encoder	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-8275	27.083 ms	12 - 46 MB	NPU
encoder	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-8275	68.649 ms	1 - 259 MB	NPU
encoder	QNN_DLC	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	23.298 ms	12 - 18 MB	NPU
encoder	QNN_DLC	float	Qualcomm® SA8775P	27.528 ms	0 - 258 MB	NPU
encoder	QNN_DLC	float	Qualcomm® SA8650P	27.528 ms	0 - 258 MB	NPU
encoder	QNN_DLC	float	Qualcomm® SA8255P	27.528 ms	0 - 258 MB	NPU
encoder	QNN_DLC	float	Qualcomm® QCS8450	99.919 ms	0 - 410 MB	NPU
encoder	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-9075	28.484 ms	12 - 46 MB	NPU
encoder	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-X7181	23.476 ms	12 - 12 MB	NPU
encoder	QNN_DLC	float	Qualcomm® Dragonwing™ Q-8750	11.613 ms	0 - 277 MB	NPU
encoder	QNN_DLC	float	Qualcomm® SA7255P	68.649 ms	1 - 259 MB	NPU
encoder	QNN_DLC	float	Qualcomm® SA8295P	53.632 ms	0 - 336 MB	NPU
encoder	QNN_DLC	float	Snapdragon® 8 Elite Mobile	11.613 ms	0 - 277 MB	NPU
encoder	QNN_DLC	float	Snapdragon® 8 Elite Gen 5 Mobile	8.928 ms	12 - 312 MB	NPU
encoder	QNN_DLC	w8a8	Snapdragon® X2 Elite	4.308 ms	3 - 3 MB	NPU
encoder	QNN_DLC	w8a8	Snapdragon® X Elite	11.66 ms	3 - 3 MB	NPU
encoder	QNN_DLC	w8a8	Snapdragon® 8 Gen 3 Mobile	7.341 ms	3 - 303 MB	NPU
encoder	QNN_DLC	w8a8	Snapdragon® 8 Gen 1 Mobile	2280.451 ms	3 - 327 MB	NPU
encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ QCS6490	4496.113 ms	3 - 13 MB	NPU
encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-8275	20.147 ms	3 - 260 MB	NPU
encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	10.897 ms	3 - 172 MB	NPU
encoder	QNN_DLC	w8a8	Qualcomm® SA8775P	11.586 ms	3 - 260 MB	NPU
encoder	QNN_DLC	w8a8	Qualcomm® SA8650P	11.586 ms	3 - 260 MB	NPU
encoder	QNN_DLC	w8a8	Qualcomm® SA8255P	11.586 ms	3 - 260 MB	NPU
encoder	QNN_DLC	w8a8	Qualcomm® QCS8450	2280.451 ms	3 - 327 MB	NPU
encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-9075	11.41 ms	1 - 11 MB	NPU
encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-X7181	11.66 ms	3 - 3 MB	NPU
encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-6690	69.872 ms	5 - 237 MB	NPU
encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-7790	11.463 ms	3 - 263 MB	NPU
encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-8750	4.521 ms	3 - 251 MB	NPU
encoder	QNN_DLC	w8a8	Qualcomm® SA7255P	20.147 ms	3 - 260 MB	NPU
encoder	QNN_DLC	w8a8	Qualcomm® SA8295P	2155.591 ms	1 - 281 MB	NPU
encoder	QNN_DLC	w8a8	Snapdragon® 8 Elite Mobile	4.521 ms	3 - 251 MB	NPU
encoder	QNN_DLC	w8a8	Snapdragon® 8 Elite Gen 5 Mobile	3.785 ms	3 - 269 MB	NPU
encoder	QNN_DLC	w8a8	Snapdragon® 7 Gen 4 Mobile	11.463 ms	3 - 263 MB	NPU
encoder	TFLITE	float	Snapdragon® 8 Gen 3 Mobile	16.842 ms	0 - 351 MB	NPU
encoder	TFLITE	float	Snapdragon® 8 Gen 1 Mobile	99.287 ms	0 - 417 MB	NPU
encoder	TFLITE	float	Qualcomm® Dragonwing™ IQ-8275	27.07 ms	0 - 47 MB	NPU
encoder	TFLITE	float	Qualcomm® Dragonwing™ IQ-8275	68.829 ms	20 - 287 MB	NPU
encoder	TFLITE	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	23.265 ms	20 - 22 MB	NPU
encoder	TFLITE	float	Qualcomm® SA8775P	27.629 ms	20 - 284 MB	NPU
encoder	TFLITE	float	Qualcomm® SA8650P	27.629 ms	20 - 284 MB	NPU
encoder	TFLITE	float	Qualcomm® SA8255P	27.629 ms	20 - 284 MB	NPU
encoder	TFLITE	float	Qualcomm® QCS8450	99.287 ms	0 - 417 MB	NPU
encoder	TFLITE	float	Qualcomm® Dragonwing™ IQ-9075	28.335 ms	0 - 46 MB	NPU
encoder	TFLITE	float	Qualcomm® Dragonwing™ Q-8750	11.623 ms	18 - 305 MB	NPU
encoder	TFLITE	float	Qualcomm® SA7255P	68.829 ms	20 - 287 MB	NPU
encoder	TFLITE	float	Qualcomm® SA8295P	53.543 ms	20 - 365 MB	NPU
encoder	TFLITE	float	Snapdragon® 8 Elite Mobile	11.623 ms	18 - 305 MB	NPU
encoder	TFLITE	float	Snapdragon® 8 Elite Gen 5 Mobile	8.921 ms	20 - 322 MB	NPU
encoder	TFLITE	w8a8	Snapdragon® 8 Gen 3 Mobile	4.8 ms	0 - 298 MB	NPU
encoder	TFLITE	w8a8	Snapdragon® 8 Gen 1 Mobile	2256.574 ms	2 - 328 MB	NPU
encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ QCS6490	4538.9 ms	0 - 24 MB	NPU
encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-8275	6.866 ms	5 - 22 MB	NPU
encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-8275	13.715 ms	5 - 260 MB	NPU
encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	7.044 ms	5 - 7 MB	NPU
encoder	TFLITE	w8a8	Qualcomm® SA8775P	7.828 ms	5 - 260 MB	NPU
encoder	TFLITE	w8a8	Qualcomm® SA8650P	7.828 ms	5 - 260 MB	NPU
encoder	TFLITE	w8a8	Qualcomm® SA8255P	7.828 ms	5 - 260 MB	NPU
encoder	TFLITE	w8a8	Qualcomm® QCS8450	2256.574 ms	2 - 328 MB	NPU
encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-9075	7.563 ms	5 - 22 MB	NPU
encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-6690	91.388 ms	3 - 234 MB	NPU
encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-7790	8.251 ms	4 - 260 MB	NPU
encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-8750	2.965 ms	4 - 256 MB	NPU
encoder	TFLITE	w8a8	Qualcomm® SA7255P	13.715 ms	5 - 260 MB	NPU
encoder	TFLITE	w8a8	Qualcomm® SA8295P	2072.039 ms	1 - 281 MB	NPU
encoder	TFLITE	w8a8	Snapdragon® 8 Elite Mobile	2.965 ms	4 - 256 MB	NPU
encoder	TFLITE	w8a8	Snapdragon® 8 Elite Gen 5 Mobile	2.643 ms	0 - 262 MB	NPU
encoder	TFLITE	w8a8	Snapdragon® 7 Gen 4 Mobile	8.251 ms	4 - 260 MB	NPU
memory_encoder	ONNX	float	Snapdragon® X2 Elite	11.189 ms	9 - 9 MB	NPU
memory_encoder	ONNX	float	Snapdragon® X Elite	25.081 ms	8 - 8 MB	NPU
memory_encoder	ONNX	float	Snapdragon® 8 Gen 3 Mobile	19.703 ms	8 - 456 MB	NPU
memory_encoder	ONNX	float	Snapdragon® 8 Gen 1 Mobile	38.064 ms	8 - 333 MB	NPU
memory_encoder	ONNX	float	Qualcomm® Dragonwing™ IQ-8275	27.486 ms	8 - 12 MB	NPU
memory_encoder	ONNX	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	25.151 ms	8 - 359 MB	NPU
memory_encoder	ONNX	float	Qualcomm® QCS8450	38.064 ms	8 - 333 MB	NPU
memory_encoder	ONNX	float	Qualcomm® Dragonwing™ IQ-9075	30.067 ms	8 - 11 MB	NPU
memory_encoder	ONNX	float	Qualcomm® Dragonwing™ IQ-X7181	25.081 ms	8 - 8 MB	NPU
memory_encoder	ONNX	float	Qualcomm® Dragonwing™ Q-8750	13.812 ms	0 - 294 MB	NPU
memory_encoder	ONNX	float	Snapdragon® 8 Elite Mobile	13.812 ms	0 - 294 MB	NPU
memory_encoder	ONNX	float	Snapdragon® 8 Elite Gen 5 Mobile	9.879 ms	0 - 291 MB	NPU
memory_encoder	ONNX	w8a8	Snapdragon® X2 Elite	2.982 ms	2 - 2 MB	NPU
memory_encoder	ONNX	w8a8	Snapdragon® X Elite	5.861 ms	1 - 1 MB	NPU
memory_encoder	ONNX	w8a8	Snapdragon® 8 Gen 3 Mobile	3.685 ms	2 - 219 MB	NPU
memory_encoder	ONNX	w8a8	Snapdragon® 8 Gen 1 Mobile	10.912 ms	2 - 345 MB	NPU
memory_encoder	ONNX	w8a8	Qualcomm® Dragonwing™ QCS6490	36.797 ms	2 - 5 MB	NPU
memory_encoder	ONNX	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	5.592 ms	1 - 5 MB	NPU
memory_encoder	ONNX	w8a8	Qualcomm® QCS8450	10.912 ms	2 - 345 MB	NPU
memory_encoder	ONNX	w8a8	Qualcomm® Dragonwing™ IQ-9075	6.001 ms	2 - 5 MB	NPU
memory_encoder	ONNX	w8a8	Qualcomm® Dragonwing™ IQ-X7181	5.861 ms	1 - 1 MB	NPU
memory_encoder	ONNX	w8a8	Qualcomm® Dragonwing™ Q-6690	34.506 ms	0 - 325 MB	NPU
memory_encoder	ONNX	w8a8	Qualcomm® Dragonwing™ Q-7790	6.696 ms	2 - 283 MB	NPU
memory_encoder	ONNX	w8a8	Qualcomm® Dragonwing™ Q-8750	4.053 ms	2 - 299 MB	NPU
memory_encoder	ONNX	w8a8	Snapdragon® 8 Elite Mobile	4.053 ms	2 - 299 MB	NPU
memory_encoder	ONNX	w8a8	Snapdragon® 8 Elite Gen 5 Mobile	3.6 ms	0 - 299 MB	NPU
memory_encoder	ONNX	w8a8	Snapdragon® 7 Gen 4 Mobile	6.696 ms	2 - 283 MB	NPU
memory_encoder	QNN_DLC	float	Snapdragon® X2 Elite	10.166 ms	8 - 8 MB	NPU
memory_encoder	QNN_DLC	float	Snapdragon® X Elite	19.964 ms	8 - 8 MB	NPU
memory_encoder	QNN_DLC	float	Snapdragon® 8 Gen 3 Mobile	13.336 ms	0 - 720 MB	NPU
memory_encoder	QNN_DLC	float	Snapdragon® 8 Gen 1 Mobile	29.318 ms	4 - 404 MB	NPU
memory_encoder	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-8275	19.948 ms	8 - 19 MB	NPU
memory_encoder	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-8275	44.745 ms	0 - 316 MB	NPU
memory_encoder	QNN_DLC	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	18.817 ms	8 - 10 MB	NPU
memory_encoder	QNN_DLC	float	Qualcomm® SA8775P	20.949 ms	1 - 322 MB	NPU
memory_encoder	QNN_DLC	float	Qualcomm® SA8650P	20.949 ms	1 - 322 MB	NPU
memory_encoder	QNN_DLC	float	Qualcomm® SA8255P	20.949 ms	1 - 322 MB	NPU
memory_encoder	QNN_DLC	float	Qualcomm® QCS8450	29.318 ms	4 - 404 MB	NPU
memory_encoder	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-9075	21.388 ms	8 - 18 MB	NPU
memory_encoder	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-X7181	19.964 ms	8 - 8 MB	NPU
memory_encoder	QNN_DLC	float	Qualcomm® Dragonwing™ Q-8750	10.643 ms	0 - 311 MB	NPU
memory_encoder	QNN_DLC	float	Qualcomm® SA7255P	44.745 ms	0 - 316 MB	NPU
memory_encoder	QNN_DLC	float	Qualcomm® SA8295P	23.555 ms	0 - 366 MB	NPU
memory_encoder	QNN_DLC	float	Snapdragon® 8 Elite Mobile	10.643 ms	0 - 311 MB	NPU
memory_encoder	QNN_DLC	float	Snapdragon® 8 Elite Gen 5 Mobile	9.227 ms	4 - 314 MB	NPU
memory_encoder	QNN_DLC	w8a8	Snapdragon® X2 Elite	3.019 ms	2 - 2 MB	NPU
memory_encoder	QNN_DLC	w8a8	Snapdragon® X Elite	6.502 ms	2 - 2 MB	NPU
memory_encoder	QNN_DLC	w8a8	Snapdragon® 8 Gen 3 Mobile	3.931 ms	0 - 234 MB	NPU
memory_encoder	QNN_DLC	w8a8	Snapdragon® 8 Gen 1 Mobile	7.514 ms	0 - 198 MB	NPU
memory_encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ QCS6490	36.486 ms	0 - 4 MB	NPU
memory_encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-8275	10.969 ms	1 - 165 MB	NPU
memory_encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	5.923 ms	2 - 5 MB	NPU
memory_encoder	QNN_DLC	w8a8	Qualcomm® SA8775P	6.641 ms	2 - 168 MB	NPU
memory_encoder	QNN_DLC	w8a8	Qualcomm® SA8650P	6.641 ms	2 - 168 MB	NPU
memory_encoder	QNN_DLC	w8a8	Qualcomm® SA8255P	6.641 ms	2 - 168 MB	NPU
memory_encoder	QNN_DLC	w8a8	Qualcomm® QCS8450	7.514 ms	0 - 198 MB	NPU
memory_encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-9075	6.394 ms	1 - 5 MB	NPU
memory_encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-X7181	6.502 ms	2 - 2 MB	NPU
memory_encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-6690	30.294 ms	2 - 383 MB	NPU
memory_encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-7790	7.177 ms	1 - 313 MB	NPU
memory_encoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-8750	2.972 ms	1 - 174 MB	NPU
memory_encoder	QNN_DLC	w8a8	Qualcomm® SA7255P	10.969 ms	1 - 165 MB	NPU
memory_encoder	QNN_DLC	w8a8	Qualcomm® SA8295P	7.739 ms	2 - 181 MB	NPU
memory_encoder	QNN_DLC	w8a8	Snapdragon® 8 Elite Mobile	2.972 ms	1 - 174 MB	NPU
memory_encoder	QNN_DLC	w8a8	Snapdragon® 8 Elite Gen 5 Mobile	2.507 ms	1 - 203 MB	NPU
memory_encoder	QNN_DLC	w8a8	Snapdragon® 7 Gen 4 Mobile	7.177 ms	1 - 313 MB	NPU
memory_encoder	TFLITE	float	Snapdragon® 8 Gen 3 Mobile	19.554 ms	0 - 353 MB	NPU
memory_encoder	TFLITE	float	Snapdragon® 8 Gen 1 Mobile	38.427 ms	0 - 319 MB	NPU
memory_encoder	TFLITE	float	Qualcomm® Dragonwing™ IQ-8275	27.173 ms	0 - 17 MB	NPU
memory_encoder	TFLITE	float	Qualcomm® Dragonwing™ IQ-8275	53.367 ms	0 - 311 MB	NPU
memory_encoder	TFLITE	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	25.008 ms	0 - 11 MB	NPU
memory_encoder	TFLITE	float	Qualcomm® SA8775P	28.703 ms	0 - 312 MB	NPU
memory_encoder	TFLITE	float	Qualcomm® SA8650P	28.703 ms	0 - 312 MB	NPU
memory_encoder	TFLITE	float	Qualcomm® SA8255P	28.703 ms	0 - 312 MB	NPU
memory_encoder	TFLITE	float	Qualcomm® QCS8450	38.427 ms	0 - 319 MB	NPU
memory_encoder	TFLITE	float	Qualcomm® Dragonwing™ IQ-9075	35.836 ms	0 - 16 MB	NPU
memory_encoder	TFLITE	float	Qualcomm® Dragonwing™ Q-8750	16.087 ms	0 - 368 MB	NPU
memory_encoder	TFLITE	float	Qualcomm® SA7255P	53.367 ms	0 - 311 MB	NPU
memory_encoder	TFLITE	float	Qualcomm® SA8295P	33.233 ms	0 - 288 MB	NPU
memory_encoder	TFLITE	float	Snapdragon® 8 Elite Mobile	16.087 ms	0 - 368 MB	NPU
memory_encoder	TFLITE	float	Snapdragon® 8 Elite Gen 5 Mobile	9.857 ms	0 - 311 MB	NPU
memory_encoder	TFLITE	w8a8	Snapdragon® 8 Gen 3 Mobile	6.092 ms	1 - 259 MB	NPU
memory_encoder	TFLITE	w8a8	Snapdragon® 8 Gen 1 Mobile	12.964 ms	1 - 251 MB	NPU
memory_encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ QCS6490	105.734 ms	10 - 52 MB	NPU
memory_encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-8275	8.863 ms	1 - 10 MB	NPU
memory_encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-8275	17.179 ms	1 - 228 MB	NPU
memory_encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	8.542 ms	1 - 31 MB	NPU
memory_encoder	TFLITE	w8a8	Qualcomm® SA8775P	9.867 ms	1 - 228 MB	NPU
memory_encoder	TFLITE	w8a8	Qualcomm® SA8650P	9.867 ms	1 - 228 MB	NPU
memory_encoder	TFLITE	w8a8	Qualcomm® SA8255P	9.867 ms	1 - 228 MB	NPU
memory_encoder	TFLITE	w8a8	Qualcomm® QCS8450	12.964 ms	1 - 251 MB	NPU
memory_encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-9075	9.348 ms	0 - 9 MB	NPU
memory_encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-6690	69.819 ms	10 - 235 MB	NPU
memory_encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-7790	32.442 ms	10 - 196 MB	NPU
memory_encoder	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-8750	4.521 ms	1 - 236 MB	NPU
memory_encoder	TFLITE	w8a8	Qualcomm® SA7255P	17.179 ms	1 - 228 MB	NPU
memory_encoder	TFLITE	w8a8	Qualcomm® SA8295P	12.064 ms	1 - 230 MB	NPU
memory_encoder	TFLITE	w8a8	Snapdragon® 8 Elite Mobile	4.521 ms	1 - 236 MB	NPU
memory_encoder	TFLITE	w8a8	Snapdragon® 8 Elite Gen 5 Mobile	3.908 ms	1 - 238 MB	NPU
memory_encoder	TFLITE	w8a8	Snapdragon® 7 Gen 4 Mobile	32.442 ms	10 - 196 MB	NPU
video_decoder	ONNX	float	Snapdragon® X2 Elite	3.467 ms	16 - 16 MB	NPU
video_decoder	ONNX	float	Snapdragon® X Elite	7.268 ms	16 - 16 MB	NPU
video_decoder	ONNX	float	Snapdragon® 8 Gen 3 Mobile	5.019 ms	17 - 275 MB	NPU
video_decoder	ONNX	float	Snapdragon® 8 Gen 1 Mobile	14.448 ms	17 - 286 MB	NPU
video_decoder	ONNX	float	Qualcomm® Dragonwing™ IQ-8275	7.905 ms	16 - 19 MB	NPU
video_decoder	ONNX	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	7.208 ms	16 - 19 MB	NPU
video_decoder	ONNX	float	Qualcomm® QCS8450	14.448 ms	17 - 286 MB	NPU
video_decoder	ONNX	float	Qualcomm® Dragonwing™ IQ-9075	8.358 ms	16 - 19 MB	NPU
video_decoder	ONNX	float	Qualcomm® Dragonwing™ IQ-X7181	7.268 ms	16 - 16 MB	NPU
video_decoder	ONNX	float	Qualcomm® Dragonwing™ Q-8750	3.873 ms	1 - 245 MB	NPU
video_decoder	ONNX	float	Snapdragon® 8 Elite Mobile	3.873 ms	1 - 245 MB	NPU
video_decoder	ONNX	float	Snapdragon® 8 Elite Gen 5 Mobile	3.411 ms	3 - 232 MB	NPU
video_decoder	ONNX	w8a8	Snapdragon® X2 Elite	1.636 ms	4 - 4 MB	NPU
video_decoder	ONNX	w8a8	Snapdragon® X Elite	3.576 ms	4 - 4 MB	NPU
video_decoder	ONNX	w8a8	Snapdragon® 8 Gen 3 Mobile	2.263 ms	4 - 183 MB	NPU
video_decoder	ONNX	w8a8	Snapdragon® 8 Gen 1 Mobile	4.305 ms	4 - 164 MB	NPU
video_decoder	ONNX	w8a8	Qualcomm® Dragonwing™ QCS6490	16.021 ms	4 - 7 MB	NPU
video_decoder	ONNX	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	3.431 ms	2 - 8 MB	NPU
video_decoder	ONNX	w8a8	Qualcomm® QCS8450	4.305 ms	4 - 164 MB	NPU
video_decoder	ONNX	w8a8	Qualcomm® Dragonwing™ IQ-9075	3.965 ms	4 - 7 MB	NPU
video_decoder	ONNX	w8a8	Qualcomm® Dragonwing™ IQ-X7181	3.576 ms	4 - 4 MB	NPU
video_decoder	ONNX	w8a8	Qualcomm® Dragonwing™ Q-6690	21.133 ms	2 - 252 MB	NPU
video_decoder	ONNX	w8a8	Qualcomm® Dragonwing™ Q-7790	4.465 ms	4 - 299 MB	NPU
video_decoder	ONNX	w8a8	Qualcomm® Dragonwing™ Q-8750	1.863 ms	0 - 126 MB	NPU
video_decoder	ONNX	w8a8	Snapdragon® 8 Elite Mobile	1.863 ms	0 - 126 MB	NPU
video_decoder	ONNX	w8a8	Snapdragon® 8 Elite Gen 5 Mobile	1.553 ms	0 - 155 MB	NPU
video_decoder	ONNX	w8a8	Snapdragon® 7 Gen 4 Mobile	4.465 ms	4 - 299 MB	NPU
video_decoder	QNN_DLC	float	Snapdragon® X2 Elite	3.331 ms	16 - 16 MB	NPU
video_decoder	QNN_DLC	float	Snapdragon® X Elite	6.07 ms	16 - 16 MB	NPU
video_decoder	QNN_DLC	float	Snapdragon® 8 Gen 3 Mobile	4.103 ms	16 - 261 MB	NPU
video_decoder	QNN_DLC	float	Snapdragon® 8 Gen 1 Mobile	10.651 ms	4 - 223 MB	NPU
video_decoder	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-8275	6.581 ms	16 - 35 MB	NPU
video_decoder	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-8275	13.394 ms	16 - 230 MB	NPU
video_decoder	QNN_DLC	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	5.804 ms	16 - 18 MB	NPU
video_decoder	QNN_DLC	float	Qualcomm® SA8775P	7.125 ms	16 - 233 MB	NPU
video_decoder	QNN_DLC	float	Qualcomm® SA8650P	7.125 ms	16 - 233 MB	NPU
video_decoder	QNN_DLC	float	Qualcomm® SA8255P	7.125 ms	16 - 233 MB	NPU
video_decoder	QNN_DLC	float	Qualcomm® QCS8450	10.651 ms	4 - 223 MB	NPU
video_decoder	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-9075	6.918 ms	16 - 34 MB	NPU
video_decoder	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-X7181	6.07 ms	16 - 16 MB	NPU
video_decoder	QNN_DLC	float	Qualcomm® Dragonwing™ Q-8750	3.208 ms	4 - 218 MB	NPU
video_decoder	QNN_DLC	float	Qualcomm® SA7255P	13.394 ms	16 - 230 MB	NPU
video_decoder	QNN_DLC	float	Qualcomm® SA8295P	8.876 ms	0 - 197 MB	NPU
video_decoder	QNN_DLC	float	Snapdragon® 8 Elite Mobile	3.208 ms	4 - 218 MB	NPU
video_decoder	QNN_DLC	float	Snapdragon® 8 Elite Gen 5 Mobile	2.803 ms	4 - 200 MB	NPU
video_decoder	QNN_DLC	w8a8	Snapdragon® X2 Elite	1.688 ms	4 - 4 MB	NPU
video_decoder	QNN_DLC	w8a8	Snapdragon® X Elite	3.124 ms	4 - 4 MB	NPU
video_decoder	QNN_DLC	w8a8	Snapdragon® 8 Gen 3 Mobile	1.786 ms	0 - 110 MB	NPU
video_decoder	QNN_DLC	w8a8	Snapdragon® 8 Gen 1 Mobile	3.301 ms	4 - 118 MB	NPU
video_decoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ QCS6490	11.276 ms	1 - 7 MB	NPU
video_decoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-8275	5.17 ms	4 - 90 MB	NPU
video_decoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	2.74 ms	2 - 10 MB	NPU
video_decoder	QNN_DLC	w8a8	Qualcomm® SA8775P	3.35 ms	4 - 93 MB	NPU
video_decoder	QNN_DLC	w8a8	Qualcomm® SA8650P	3.35 ms	4 - 93 MB	NPU
video_decoder	QNN_DLC	w8a8	Qualcomm® SA8255P	3.35 ms	4 - 93 MB	NPU
video_decoder	QNN_DLC	w8a8	Qualcomm® QCS8450	3.301 ms	4 - 118 MB	NPU
video_decoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-9075	3.208 ms	3 - 9 MB	NPU
video_decoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-X7181	3.124 ms	4 - 4 MB	NPU
video_decoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-6690	13.512 ms	4 - 275 MB	NPU
video_decoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-7790	3.308 ms	4 - 215 MB	NPU
video_decoder	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-8750	1.401 ms	1 - 90 MB	NPU
video_decoder	QNN_DLC	w8a8	Qualcomm® SA7255P	5.17 ms	4 - 90 MB	NPU
video_decoder	QNN_DLC	w8a8	Qualcomm® SA8295P	3.877 ms	4 - 89 MB	NPU
video_decoder	QNN_DLC	w8a8	Snapdragon® 8 Elite Mobile	1.401 ms	1 - 90 MB	NPU
video_decoder	QNN_DLC	w8a8	Snapdragon® 8 Elite Gen 5 Mobile	1.212 ms	1 - 111 MB	NPU
video_decoder	QNN_DLC	w8a8	Snapdragon® 7 Gen 4 Mobile	3.308 ms	4 - 215 MB	NPU
video_decoder	TFLITE	float	Snapdragon® 8 Gen 3 Mobile	4.112 ms	23 - 260 MB	NPU
video_decoder	TFLITE	float	Snapdragon® 8 Gen 1 Mobile	10.753 ms	0 - 224 MB	NPU
video_decoder	TFLITE	float	Qualcomm® Dragonwing™ IQ-8275	6.576 ms	0 - 32 MB	NPU
video_decoder	TFLITE	float	Qualcomm® Dragonwing™ IQ-8275	13.352 ms	0 - 216 MB	NPU
video_decoder	TFLITE	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	5.868 ms	0 - 8 MB	NPU
video_decoder	TFLITE	float	Qualcomm® SA8775P	7.099 ms	0 - 191 MB	NPU
video_decoder	TFLITE	float	Qualcomm® SA8650P	7.099 ms	0 - 191 MB	NPU
video_decoder	TFLITE	float	Qualcomm® SA8255P	7.099 ms	0 - 191 MB	NPU
video_decoder	TFLITE	float	Qualcomm® QCS8450	10.753 ms	0 - 224 MB	NPU
video_decoder	TFLITE	float	Qualcomm® Dragonwing™ IQ-9075	6.9 ms	0 - 31 MB	NPU
video_decoder	TFLITE	float	Qualcomm® Dragonwing™ Q-8750	3.166 ms	0 - 187 MB	NPU
video_decoder	TFLITE	float	Qualcomm® SA7255P	13.352 ms	0 - 216 MB	NPU
video_decoder	TFLITE	float	Qualcomm® SA8295P	8.823 ms	0 - 199 MB	NPU
video_decoder	TFLITE	float	Snapdragon® 8 Elite Mobile	3.166 ms	0 - 187 MB	NPU
video_decoder	TFLITE	float	Snapdragon® 8 Elite Gen 5 Mobile	2.733 ms	0 - 211 MB	NPU
video_decoder	TFLITE	w8a8	Snapdragon® 8 Gen 3 Mobile	5.952 ms	0 - 245 MB	NPU
video_decoder	TFLITE	w8a8	Snapdragon® 8 Gen 1 Mobile	9.798 ms	0 - 245 MB	NPU
video_decoder	TFLITE	w8a8	Qualcomm® Dragonwing™ QCS6490	38.006 ms	12 - 58 MB	NPU
video_decoder	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-8275	8.869 ms	0 - 15 MB	NPU
video_decoder	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-8275	15.37 ms	0 - 216 MB	NPU
video_decoder	TFLITE	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	7.541 ms	0 - 22 MB	NPU
video_decoder	TFLITE	w8a8	Qualcomm® SA8775P	9.746 ms	0 - 217 MB	NPU
video_decoder	TFLITE	w8a8	Qualcomm® SA8650P	9.746 ms	0 - 217 MB	NPU
video_decoder	TFLITE	w8a8	Qualcomm® SA8255P	9.746 ms	0 - 217 MB	NPU
video_decoder	TFLITE	w8a8	Qualcomm® QCS8450	9.798 ms	0 - 245 MB	NPU
video_decoder	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-9075	11.493 ms	0 - 14 MB	NPU
video_decoder	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-6690	35.341 ms	12 - 211 MB	NPU
video_decoder	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-7790	15.068 ms	12 - 202 MB	NPU
video_decoder	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-8750	3.9 ms	0 - 248 MB	NPU
video_decoder	TFLITE	w8a8	Qualcomm® SA7255P	15.37 ms	0 - 216 MB	NPU
video_decoder	TFLITE	w8a8	Qualcomm® SA8295P	9.269 ms	0 - 222 MB	NPU
video_decoder	TFLITE	w8a8	Snapdragon® 8 Elite Mobile	3.9 ms	0 - 248 MB	NPU
video_decoder	TFLITE	w8a8	Snapdragon® 8 Elite Gen 5 Mobile	3.44 ms	0 - 255 MB	NPU
video_decoder	TFLITE	w8a8	Snapdragon® 7 Gen 4 Mobile	15.068 ms	12 - 202 MB	NPU

License

The license for the original implementation of EdgeTAM can be found here.

References

Community

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qualcomm/EdgeTAM