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EdgeTAM

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v0.52.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (2) hide show
  1. README.md +139 -137
  2. release_assets.json +9 -9
README.md CHANGED
@@ -28,12 +28,12 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/edgetam-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/edgetam-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/edgetam-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/edgetam-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/edgetam-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/edgetam-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[EdgeTAM on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/edgetam)**.
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@@ -64,138 +64,140 @@ See our repository for [EdgeTAM on GitHub](https://github.com/qualcomm/ai-hub-mo
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.155 ms | 17 - 244 MB | NPU
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- | decoder | ONNX | float | Snapdragon® X Elite | 6.839 ms | 16 - 16 MB | NPU
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- | decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.752 ms | 17 - 334 MB | NPU
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- | decoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.756 ms | 16 - 27 MB | NPU
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- | decoder | ONNX | float | Qualcomm® QCS9075 | 8.432 ms | 16 - 19 MB | NPU
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- | decoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.514 ms | 1 - 234 MB | NPU
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- | decoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.318 ms | 4 - 273 MB | NPU
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- | decoder | ONNX | w8a8 | Snapdragon® X2 Elite | 5.375 ms | 4 - 4 MB | NPU
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- | decoder | ONNX | w8a8 | Snapdragon® X Elite | 12.52 ms | 4 - 4 MB | NPU
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- | decoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 9.204 ms | 0 - 269 MB | NPU
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- | decoder | ONNX | w8a8 | Qualcomm® QCS6490 | 137.536 ms | 47 - 58 MB | CPU
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- | decoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.952 ms | 2 - 10 MB | NPU
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- | decoder | ONNX | w8a8 | Qualcomm® QCS9075 | 13.479 ms | 4 - 7 MB | NPU
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- | decoder | ONNX | w8a8 | Qualcomm® QCM6690 | 56.981 ms | 43 - 65 MB | CPU
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- | decoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.997 ms | 2 - 245 MB | NPU
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- | decoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 50.894 ms | 49 - 66 MB | CPU
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- | decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.602 ms | 16 - 202 MB | NPU
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- | decoder | QNN_DLC | float | Snapdragon® X2 Elite | 3.103 ms | 16 - 16 MB | NPU
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- | decoder | QNN_DLC | float | Snapdragon® X Elite | 5.545 ms | 16 - 16 MB | NPU
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- | decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.695 ms | 4 - 212 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.663 ms | 16 - 201 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.337 ms | 16 - 21 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® SA8775P | 6.502 ms | 16 - 225 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® QCS9075 | 6.757 ms | 16 - 34 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.017 ms | 4 - 218 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® SA7255P | 12.663 ms | 16 - 201 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® SA8295P | 8.162 ms | 2 - 196 MB | NPU
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- | decoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.865 ms | 3 - 186 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.89 ms | 1 - 109 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.326 ms | 4 - 4 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.296 ms | 4 - 4 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.304 ms | 4 - 115 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 8.926 ms | 1 - 7 MB | NPU
100
- | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.903 ms | 4 - 89 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.017 ms | 4 - 97 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.606 ms | 4 - 104 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 2.391 ms | 1 - 7 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.041 ms | 4 - 272 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.577 ms | 0 - 110 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.903 ms | 4 - 89 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.998 ms | 4 - 107 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.026 ms | 1 - 91 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.526 ms | 4 - 212 MB | NPU
 
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  | decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.604 ms | 0 - 188 MB | NPU
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- | decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.725 ms | 0 - 213 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.569 ms | 0 - 186 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.386 ms | 0 - 8 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® SA8775P | 6.623 ms | 0 - 188 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® QCS9075 | 6.811 ms | 0 - 30 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.027 ms | 0 - 217 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® SA7255P | 12.569 ms | 0 - 186 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® SA8295P | 8.239 ms | 0 - 196 MB | NPU
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- | decoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.867 ms | 0 - 188 MB | NPU
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- | decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.086 ms | 0 - 255 MB | NPU
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- | decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.822 ms | 0 - 267 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® QCS6490 | 32.828 ms | 12 - 58 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 13.573 ms | 0 - 237 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.718 ms | 0 - 22 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® SA8775P | 8.594 ms | 0 - 240 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 8.517 ms | 0 - 14 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 31.569 ms | 14 - 213 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 10.241 ms | 0 - 245 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.573 ms | 0 - 237 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® SA8295P | 9.494 ms | 0 - 239 MB | NPU
131
- | decoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.551 ms | 0 - 236 MB | NPU
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- | decoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.005 ms | 12 - 202 MB | NPU
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- | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.783 ms | 45 - 329 MB | NPU
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- | encoder | ONNX | float | Snapdragon® X Elite | 20.361 ms | 34 - 34 MB | NPU
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- | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 14.675 ms | 23 - 373 MB | NPU
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- | encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 20.261 ms | 28 - 47 MB | NPU
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- | encoder | ONNX | float | Qualcomm® QCS9075 | 29.898 ms | 12 - 27 MB | NPU
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- | encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.88 ms | 33 - 297 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.299 ms | 6 - 279 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.526 ms | 18 - 18 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® X Elite | 8.868 ms | 16 - 16 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.464 ms | 13 - 322 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS6490 | 494.902 ms | 203 - 213 MB | CPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.22 ms | 11 - 16 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS9075 | 9.651 ms | 11 - 14 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCM6690 | 324.057 ms | 146 - 158 MB | CPU
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- | encoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.445 ms | 9 - 271 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 305.946 ms | 207 - 219 MB | CPU
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- | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.84 ms | 12 - 310 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.4 ms | 12 - 12 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® X Elite | 24.224 ms | 12 - 12 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.98 ms | 12 - 375 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 69.844 ms | 1 - 281 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 23.987 ms | 12 - 14 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® SA8775P | 28.029 ms | 0 - 280 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® QCS9075 | 35.366 ms | 12 - 42 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 96.257 ms | 0 - 435 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® SA7255P | 69.844 ms | 1 - 281 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® SA8295P | 56.669 ms | 1 - 358 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.793 ms | 12 - 290 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.21 ms | 3 - 273 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.758 ms | 3 - 3 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 12.112 ms | 3 - 3 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.516 ms | 3 - 315 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3532.89 ms | 3 - 12 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.376 ms | 3 - 267 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.338 ms | 3 - 164 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 12.017 ms | 3 - 268 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 14.705 ms | 2 - 11 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 60.323 ms | 3 - 270 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1956.344 ms | 3 - 206 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.376 ms | 3 - 267 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1992.31 ms | 3 - 162 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.381 ms | 3 - 259 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.344 ms | 3 - 300 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.698 ms | 16 - 322 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.383 ms | 15 - 363 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 68.208 ms | 16 - 288 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 23.295 ms | 16 - 19 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® SA8775P | 27.368 ms | 16 - 287 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® QCS9075 | 34.145 ms | 0 - 42 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 96.966 ms | 16 - 439 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® SA7255P | 68.208 ms | 16 - 288 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® SA8295P | 53.49 ms | 16 - 366 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.464 ms | 16 - 303 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.632 ms | 4 - 263 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.8 ms | 3 - 304 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCS6490 | 3191.172 ms | 0 - 22 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 13.754 ms | 4 - 261 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.036 ms | 4 - 37 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 7.81 ms | 0 - 257 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 7.973 ms | 4 - 19 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 45.055 ms | 2 - 235 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2289.971 ms | 2 - 329 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.754 ms | 4 - 261 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 2097.909 ms | 3 - 284 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.008 ms | 2 - 247 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.261 ms | 4 - 260 MB | NPU
 
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  ## License
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  * The license for the original implementation of EdgeTAM can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.52.0/edgetam-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.52.0/edgetam-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.52.0/edgetam-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.52.0/edgetam-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.52.0/edgetam-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.52.0/edgetam-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[EdgeTAM on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/edgetam)**.
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64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
+ | decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.144 ms | 17 - 244 MB | NPU
68
+ | decoder | ONNX | float | Snapdragon® X2 Elite | 3.448 ms | 15 - 15 MB | NPU
69
+ | decoder | ONNX | float | Snapdragon® X Elite | 6.853 ms | 16 - 16 MB | NPU
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+ | decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.729 ms | 17 - 327 MB | NPU
71
+ | decoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.773 ms | 16 - 23 MB | NPU
72
+ | decoder | ONNX | float | Qualcomm® QCS9075 | 8.411 ms | 16 - 19 MB | NPU
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+ | decoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.491 ms | 1 - 235 MB | NPU
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+ | decoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.271 ms | 4 - 267 MB | NPU
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+ | decoder | ONNX | w8a8 | Snapdragon® X2 Elite | 5.408 ms | 4 - 4 MB | NPU
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+ | decoder | ONNX | w8a8 | Snapdragon® X Elite | 12.496 ms | 4 - 4 MB | NPU
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+ | decoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 9.191 ms | 4 - 269 MB | NPU
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+ | decoder | ONNX | w8a8 | Qualcomm® QCS6490 | 139.672 ms | 51 - 62 MB | CPU
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+ | decoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 12.061 ms | 2 - 10 MB | NPU
80
+ | decoder | ONNX | w8a8 | Qualcomm® QCS9075 | 13.415 ms | 4 - 7 MB | NPU
81
+ | decoder | ONNX | w8a8 | Qualcomm® QCM6690 | 57.997 ms | 41 - 62 MB | CPU
82
+ | decoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.787 ms | 2 - 244 MB | NPU
83
+ | decoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 51.326 ms | 42 - 61 MB | CPU
84
+ | decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.601 ms | 4 - 190 MB | NPU
85
+ | decoder | QNN_DLC | float | Snapdragon® X2 Elite | 3.028 ms | 16 - 16 MB | NPU
86
+ | decoder | QNN_DLC | float | Snapdragon® X Elite | 5.553 ms | 16 - 16 MB | NPU
87
+ | decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.663 ms | 4 - 214 MB | NPU
88
+ | decoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.653 ms | 16 - 201 MB | NPU
89
+ | decoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.39 ms | 16 - 119 MB | NPU
90
+ | decoder | QNN_DLC | float | Qualcomm® SA8775P | 6.516 ms | 16 - 225 MB | NPU
91
+ | decoder | QNN_DLC | float | Qualcomm® QCS9075 | 6.749 ms | 18 - 36 MB | NPU
92
+ | decoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.057 ms | 4 - 220 MB | NPU
93
+ | decoder | QNN_DLC | float | Qualcomm® SA7255P | 12.653 ms | 16 - 201 MB | NPU
94
+ | decoder | QNN_DLC | float | Qualcomm® SA8295P | 8.167 ms | 0 - 194 MB | NPU
95
+ | decoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.865 ms | 0 - 183 MB | NPU
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+ | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.895 ms | 1 - 109 MB | NPU
97
+ | decoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.327 ms | 4 - 4 MB | NPU
98
+ | decoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.256 ms | 4 - 4 MB | NPU
99
+ | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.299 ms | 4 - 115 MB | NPU
100
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 8.519 ms | 3 - 9 MB | NPU
101
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.921 ms | 4 - 89 MB | NPU
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+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.973 ms | 4 - 6 MB | NPU
103
+ | decoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.617 ms | 4 - 90 MB | NPU
104
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 2.42 ms | 3 - 9 MB | NPU
105
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 9.991 ms | 4 - 272 MB | NPU
106
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.555 ms | 0 - 109 MB | NPU
107
+ | decoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.921 ms | 4 - 89 MB | NPU
108
+ | decoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.954 ms | 4 - 88 MB | NPU
109
+ | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.02 ms | 1 - 87 MB | NPU
110
+ | decoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.554 ms | 4 - 212 MB | NPU
111
  | decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.604 ms | 0 - 188 MB | NPU
112
+ | decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.746 ms | 0 - 214 MB | NPU
113
+ | decoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.576 ms | 0 - 186 MB | NPU
114
+ | decoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.367 ms | 0 - 8 MB | NPU
115
+ | decoder | TFLITE | float | Qualcomm® SA8775P | 6.585 ms | 0 - 189 MB | NPU
116
+ | decoder | TFLITE | float | Qualcomm® QCS9075 | 6.789 ms | 0 - 30 MB | NPU
117
+ | decoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.037 ms | 0 - 220 MB | NPU
118
+ | decoder | TFLITE | float | Qualcomm® SA7255P | 12.576 ms | 0 - 186 MB | NPU
119
+ | decoder | TFLITE | float | Qualcomm® SA8295P | 8.166 ms | 0 - 195 MB | NPU
120
+ | decoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.875 ms | 0 - 190 MB | NPU
121
+ | decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.082 ms | 0 - 255 MB | NPU
122
+ | decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.795 ms | 0 - 266 MB | NPU
123
+ | decoder | TFLITE | w8a8 | Qualcomm® QCS6490 | 32.221 ms | 14 - 60 MB | NPU
124
+ | decoder | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 13.646 ms | 0 - 237 MB | NPU
125
+ | decoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.682 ms | 0 - 23 MB | NPU
126
+ | decoder | TFLITE | w8a8 | Qualcomm® SA8775P | 8.563 ms | 0 - 240 MB | NPU
127
+ | decoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 8.816 ms | 0 - 14 MB | NPU
128
+ | decoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 32.748 ms | 12 - 211 MB | NPU
129
+ | decoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 10.219 ms | 0 - 247 MB | NPU
130
+ | decoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.646 ms | 0 - 237 MB | NPU
131
+ | decoder | TFLITE | w8a8 | Qualcomm® SA8295P | 9.461 ms | 0 - 240 MB | NPU
132
+ | decoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.539 ms | 0 - 241 MB | NPU
133
+ | decoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.283 ms | 12 - 202 MB | NPU
134
+ | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.768 ms | 45 - 328 MB | NPU
135
+ | encoder | ONNX | float | Snapdragon® X2 Elite | 8.865 ms | 32 - 32 MB | NPU
136
+ | encoder | ONNX | float | Snapdragon® X Elite | 20.266 ms | 34 - 34 MB | NPU
137
+ | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 14.989 ms | 45 - 396 MB | NPU
138
+ | encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 20.362 ms | 14 - 31 MB | NPU
139
+ | encoder | ONNX | float | Qualcomm® QCS9075 | 29.333 ms | 12 - 27 MB | NPU
140
+ | encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.898 ms | 33 - 297 MB | NPU
141
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.295 ms | 11 - 285 MB | NPU
142
+ | encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.515 ms | 18 - 18 MB | NPU
143
+ | encoder | ONNX | w8a8 | Snapdragon® X Elite | 8.901 ms | 16 - 16 MB | NPU
144
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.472 ms | 13 - 325 MB | NPU
145
+ | encoder | ONNX | w8a8 | Qualcomm® QCS6490 | 483.222 ms | 203 - 213 MB | CPU
146
+ | encoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.224 ms | 11 - 16 MB | NPU
147
+ | encoder | ONNX | w8a8 | Qualcomm® QCS9075 | 9.333 ms | 13 - 16 MB | NPU
148
+ | encoder | ONNX | w8a8 | Qualcomm® QCM6690 | 323.771 ms | 207 - 218 MB | CPU
149
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.44 ms | 10 - 272 MB | NPU
150
+ | encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 308.442 ms | 206 - 218 MB | CPU
151
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.859 ms | 12 - 310 MB | NPU
152
+ | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.508 ms | 12 - 12 MB | NPU
153
+ | encoder | QNN_DLC | float | Snapdragon® X Elite | 24.146 ms | 12 - 12 MB | NPU
154
+ | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 17.117 ms | 12 - 376 MB | NPU
155
+ | encoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 69.834 ms | 1 - 281 MB | NPU
156
+ | encoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 23.675 ms | 12 - 14 MB | NPU
157
+ | encoder | QNN_DLC | float | Qualcomm® SA8775P | 28.001 ms | 1 - 282 MB | NPU
158
+ | encoder | QNN_DLC | float | Qualcomm® QCS9075 | 34.841 ms | 12 - 42 MB | NPU
159
+ | encoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 96.363 ms | 12 - 449 MB | NPU
160
+ | encoder | QNN_DLC | float | Qualcomm® SA7255P | 69.834 ms | 1 - 281 MB | NPU
161
+ | encoder | QNN_DLC | float | Qualcomm® SA8295P | 56.739 ms | 0 - 358 MB | NPU
162
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.866 ms | 12 - 291 MB | NPU
163
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.208 ms | 3 - 273 MB | NPU
164
+ | encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.843 ms | 3 - 3 MB | NPU
165
+ | encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 12.128 ms | 3 - 3 MB | NPU
166
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.521 ms | 3 - 313 MB | NPU
167
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3512.53 ms | 3 - 11 MB | NPU
168
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.335 ms | 3 - 267 MB | NPU
169
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.341 ms | 3 - 5 MB | NPU
170
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 12.043 ms | 3 - 268 MB | NPU
171
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 14.761 ms | 2 - 11 MB | NPU
172
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 59.915 ms | 3 - 270 MB | NPU
173
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1952.831 ms | 3 - 207 MB | NPU
174
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.335 ms | 3 - 267 MB | NPU
175
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2003.904 ms | 3 - 164 MB | NPU
176
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.382 ms | 3 - 259 MB | NPU
177
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.317 ms | 3 - 300 MB | NPU
178
+ | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.665 ms | 16 - 322 MB | NPU
179
+ | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.623 ms | 14 - 362 MB | NPU
180
+ | encoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 68.114 ms | 16 - 288 MB | NPU
181
+ | encoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 22.975 ms | 16 - 18 MB | NPU
182
+ | encoder | TFLITE | float | Qualcomm® SA8775P | 27.356 ms | 16 - 287 MB | NPU
183
+ | encoder | TFLITE | float | Qualcomm® QCS9075 | 33.761 ms | 0 - 42 MB | NPU
184
+ | encoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 98.116 ms | 13 - 435 MB | NPU
185
+ | encoder | TFLITE | float | Qualcomm® SA7255P | 68.114 ms | 16 - 288 MB | NPU
186
+ | encoder | TFLITE | float | Qualcomm® SA8295P | 53.486 ms | 16 - 366 MB | NPU
187
+ | encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.43 ms | 14 - 301 MB | NPU
188
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.623 ms | 4 - 267 MB | NPU
189
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.769 ms | 2 - 304 MB | NPU
190
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS6490 | 3155.381 ms | 0 - 22 MB | NPU
191
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 13.727 ms | 4 - 262 MB | NPU
192
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 6.988 ms | 4 - 6 MB | NPU
193
+ | encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 7.817 ms | 4 - 261 MB | NPU
194
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 8.135 ms | 4 - 19 MB | NPU
195
+ | encoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 70.686 ms | 4 - 237 MB | NPU
196
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2258.291 ms | 0 - 325 MB | NPU
197
+ | encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.727 ms | 4 - 262 MB | NPU
198
+ | encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 2108.735 ms | 0 - 281 MB | NPU
199
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.996 ms | 3 - 254 MB | NPU
200
+ | encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.188 ms | 3 - 259 MB | NPU
201
 
202
  ## License
203
  * The license for the original implementation of EdgeTAM can be found
release_assets.json CHANGED
@@ -1,51 +1,51 @@
1
  {
2
- "version": "0.51.0",
3
  "precisions": {
4
- "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
  "litert": "1.4.2"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/edgetam-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/edgetam-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/edgetam-onnx-float.zip"
25
  }
26
  }
27
  },
28
- "w8a8": {
29
  "universal_assets": {
30
  "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
  "litert": "1.4.2"
34
  },
35
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/edgetam-tflite-w8a8.zip"
36
  },
37
  "qnn_dlc": {
38
  "tool_versions": {
39
  "qairt": "2.45.0.260326154327"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/edgetam-qnn_dlc-w8a8.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
  "qairt": "2.42.0.251225135753_193295",
46
  "onnx_runtime": "1.24.3"
47
  },
48
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/edgetam-onnx-w8a8.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.52.0",
3
  "precisions": {
4
+ "w8a8": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
  "litert": "1.4.2"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.52.0/edgetam-tflite-w8a8.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.52.0/edgetam-qnn_dlc-w8a8.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.52.0/edgetam-onnx-w8a8.zip"
25
  }
26
  }
27
  },
28
+ "float": {
29
  "universal_assets": {
30
  "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
  "litert": "1.4.2"
34
  },
35
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.52.0/edgetam-tflite-float.zip"
36
  },
37
  "qnn_dlc": {
38
  "tool_versions": {
39
  "qairt": "2.45.0.260326154327"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.52.0/edgetam-qnn_dlc-float.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
  "qairt": "2.42.0.251225135753_193295",
46
  "onnx_runtime": "1.24.3"
47
  },
48
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.52.0/edgetam-onnx-float.zip"
49
  }
50
  }
51
  }