v0.56.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.
- README.md +81 -79
- release_assets.json +6 -6
README.md
CHANGED
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@@ -28,9 +28,9 @@ 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.
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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/mobilesam/releases/v0.
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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/mobilesam/releases/v0.
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For more device-specific assets and performance metrics, visit **[MobileSam on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilesam)**.
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@@ -61,82 +61,84 @@ See our repository for [MobileSam on GitHub](https://github.com/qualcomm/ai-hub-
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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®
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| decoder | ONNX | float | Snapdragon®
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| decoder | ONNX | float | Snapdragon®
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| decoder | ONNX | float | Snapdragon® 8 Gen
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| decoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.
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| decoder | ONNX | float |
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| decoder | ONNX | float |
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| decoder | ONNX | float |
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| decoder | ONNX | float | Qualcomm®
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| decoder |
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| decoder |
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| decoder | QNN_DLC | float | Snapdragon®
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| decoder | QNN_DLC | float | Snapdragon®
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| decoder | QNN_DLC | float |
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| decoder | QNN_DLC | float |
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| decoder | QNN_DLC | float | Qualcomm®
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| decoder | QNN_DLC | float | Qualcomm®
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| decoder | QNN_DLC | float | Qualcomm®
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| decoder | QNN_DLC | float |
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| decoder | QNN_DLC | float | Qualcomm®
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| decoder | QNN_DLC | float |
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| decoder | QNN_DLC | float |
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| decoder | QNN_DLC | float | Qualcomm® QCS9075 | 6.
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| decoder | QNN_DLC | float | Qualcomm® QCS8750 | 2.
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| decoder | QNN_DLC | float | Qualcomm® QCS7181 |
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| 89 |
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| decoder | TFLITE | float | Snapdragon® 8
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| 90 |
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| decoder | TFLITE | float | Snapdragon® 8 Gen
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| 91 |
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| decoder | TFLITE | float | Qualcomm® QCS8275 | 11.
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| 92 |
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| decoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.
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| decoder | TFLITE | float | Qualcomm® SA8775P |
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| 94 |
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| decoder | TFLITE | float | Qualcomm® SA8650P |
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| 95 |
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| decoder | TFLITE | float | Qualcomm® SA8255P |
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| decoder | TFLITE | float | Qualcomm® QCS8450
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| decoder | TFLITE | float |
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| decoder | TFLITE | float | Qualcomm® SA8295P | 7.
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| decoder | TFLITE | float | Snapdragon® 8 Elite
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| decoder | TFLITE | float | Qualcomm®
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| 101 |
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| decoder | TFLITE | float | Qualcomm®
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| encoder | ONNX | float | Snapdragon® X2 Elite |
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| encoder | ONNX | float | Snapdragon® X Elite | 170.
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| 105 |
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| encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 125.
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| encoder | ONNX | float |
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| encoder | ONNX | float |
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| encoder | ONNX | float | Qualcomm®
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| encoder | ONNX | float |
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| encoder | ONNX | float |
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| encoder |
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| encoder |
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| encoder |
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| encoder | QNN_DLC | float | Snapdragon®
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| encoder | QNN_DLC | float |
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| encoder | QNN_DLC | float |
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| encoder | QNN_DLC | float |
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| encoder | QNN_DLC | float | Qualcomm®
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| 119 |
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| encoder | QNN_DLC | float | Qualcomm®
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| encoder | QNN_DLC | float | Qualcomm® QCS8450
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| encoder | QNN_DLC | float |
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| encoder | QNN_DLC | float | Qualcomm® SA8295P |
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| encoder | QNN_DLC | float | Snapdragon® 8 Elite
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| encoder | QNN_DLC | float | Qualcomm®
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| encoder | QNN_DLC | float | Qualcomm®
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| 126 |
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| encoder | QNN_DLC | float | Qualcomm®
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| encoder |
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| encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile |
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| encoder | TFLITE | float |
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| encoder | TFLITE | float | Qualcomm®
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| encoder | TFLITE | float | Qualcomm®
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| encoder | TFLITE | float | Qualcomm®
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| encoder | TFLITE | float | Qualcomm®
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| encoder | TFLITE | float | Qualcomm®
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| encoder | TFLITE | float | Qualcomm®
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| encoder | TFLITE | float |
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| encoder | TFLITE | float |
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| encoder | TFLITE | float |
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| encoder | TFLITE | float | Qualcomm®
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## License
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* The license for the original implementation of MobileSam can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| 31 |
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| ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.56.0/mobilesam-onnx-float.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/mobilesam/releases/v0.56.0/mobilesam-qnn_dlc-float.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/mobilesam/releases/v0.56.0/mobilesam-tflite-float.zip)
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For more device-specific assets and performance metrics, visit **[MobileSam on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilesam)**.
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## Performance Summary
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| 62 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 63 |
|---|---|---|---|---|---|---
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| 64 |
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| decoder | ONNX | float | Snapdragon® X2 Elite | 2.635 ms | 209 - 209 MB | NPU
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| decoder | ONNX | float | Snapdragon® X Elite | 6.168 ms | 147 - 147 MB | NPU
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| decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.15 ms | 2 - 234 MB | NPU
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| decoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 14.299 ms | 5 - 225 MB | NPU
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| decoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.917 ms | 0 - 19 MB | NPU
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| decoder | ONNX | float | Qualcomm® QCS8450 | 14.299 ms | 5 - 225 MB | NPU
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| decoder | ONNX | float | Snapdragon® 8 Elite Mobile | 3.173 ms | 0 - 234 MB | NPU
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| decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.531 ms | 3 - 210 MB | NPU
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| decoder | ONNX | float | Qualcomm® QCS9075 | 7.129 ms | 4 - 49 MB | NPU
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| decoder | ONNX | float | Qualcomm® QCS8750 | 3.173 ms | 0 - 234 MB | NPU
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| decoder | ONNX | float | Qualcomm® QCS7181 | 6.168 ms | 147 - 147 MB | NPU
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| decoder | QNN_DLC | float | Snapdragon® X2 Elite | 2.97 ms | 4 - 4 MB | NPU
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| decoder | QNN_DLC | float | Snapdragon® X Elite | 5.722 ms | 4 - 4 MB | NPU
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| decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.732 ms | 4 - 223 MB | NPU
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| decoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 11.626 ms | 0 - 251 MB | NPU
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| decoder | QNN_DLC | float | Qualcomm® QCS8275 | 12.614 ms | 0 - 192 MB | NPU
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| decoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.307 ms | 4 - 132 MB | NPU
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| decoder | QNN_DLC | float | Qualcomm® QCS8450 | 11.626 ms | 0 - 251 MB | NPU
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| decoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.833 ms | 0 - 225 MB | NPU
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| decoder | QNN_DLC | float | Qualcomm® SA8295P | 7.714 ms | 0 - 190 MB | NPU
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| decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.526 ms | 4 - 196 MB | NPU
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| decoder | QNN_DLC | float | Qualcomm® SA7255P | 12.614 ms | 0 - 192 MB | NPU
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| decoder | QNN_DLC | float | Qualcomm® QCS9075 | 6.49 ms | 4 - 10 MB | NPU
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| decoder | QNN_DLC | float | Qualcomm® QCS8750 | 2.833 ms | 0 - 225 MB | NPU
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| decoder | QNN_DLC | float | Qualcomm® QCS7181 | 5.722 ms | 4 - 4 MB | NPU
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| decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.42 ms | 0 - 214 MB | NPU
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| decoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 7.991 ms | 0 - 217 MB | NPU
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| decoder | TFLITE | float | Qualcomm® QCS8275 | 11.888 ms | 0 - 186 MB | NPU
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| 92 |
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| decoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.937 ms | 0 - 8 MB | NPU
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| decoder | TFLITE | float | Qualcomm® SA8775P | 38.522 ms | 1 - 34 MB | GPU
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| 94 |
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| decoder | TFLITE | float | Qualcomm® SA8650P | 38.522 ms | 1 - 34 MB | GPU
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| decoder | TFLITE | float | Qualcomm® SA8255P | 38.522 ms | 1 - 34 MB | GPU
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| 96 |
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| decoder | TFLITE | float | Qualcomm® QCS8450 | 7.991 ms | 0 - 217 MB | NPU
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| 97 |
+
| decoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.591 ms | 0 - 183 MB | NPU
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| 98 |
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| decoder | TFLITE | float | Qualcomm® SA8295P | 7.261 ms | 0 - 183 MB | NPU
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| decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.159 ms | 0 - 187 MB | NPU
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| decoder | TFLITE | float | Qualcomm® SA7255P | 11.888 ms | 0 - 186 MB | NPU
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| 101 |
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| decoder | TFLITE | float | Qualcomm® QCS9075 | 5.969 ms | 0 - 19 MB | NPU
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| 102 |
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| decoder | TFLITE | float | Qualcomm® QCS8750 | 2.591 ms | 0 - 183 MB | NPU
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| encoder | ONNX | float | Snapdragon® X2 Elite | 91.844 ms | 201 - 201 MB | NPU
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| 104 |
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| encoder | ONNX | float | Snapdragon® X Elite | 170.625 ms | 170 - 170 MB | NPU
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| 105 |
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| encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 125.122 ms | 21 - 1099 MB | NPU
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| 106 |
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| encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 407.007 ms | 22 - 1118 MB | NPU
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| 107 |
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| encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 172.174 ms | 12 - 45 MB | NPU
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| 108 |
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| encoder | ONNX | float | Qualcomm® QCS8450 | 407.007 ms | 22 - 1118 MB | NPU
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| 109 |
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| encoder | ONNX | float | Snapdragon® 8 Elite Mobile | 99.607 ms | 9 - 922 MB | NPU
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| encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 81.662 ms | 8 - 1032 MB | NPU
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| encoder | ONNX | float | Qualcomm® QCS9075 | 195.438 ms | 12 - 57 MB | NPU
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| 112 |
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| encoder | ONNX | float | Qualcomm® QCS8750 | 99.607 ms | 9 - 922 MB | NPU
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| encoder | ONNX | float | Qualcomm® QCS7181 | 170.625 ms | 170 - 170 MB | NPU
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| 114 |
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| encoder | QNN_DLC | float | Snapdragon® X2 Elite | 45.856 ms | 12 - 12 MB | NPU
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| 115 |
+
| encoder | QNN_DLC | float | Snapdragon® X Elite | 103.032 ms | 12 - 12 MB | NPU
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| 116 |
+
| encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 65.901 ms | 12 - 1329 MB | NPU
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| encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 329.08 ms | 12 - 1342 MB | NPU
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| 118 |
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| encoder | QNN_DLC | float | Qualcomm® QCS8275 | 207.642 ms | 1 - 1126 MB | NPU
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| 119 |
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| encoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 99.176 ms | 12 - 891 MB | NPU
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| encoder | QNN_DLC | float | Qualcomm® QCS8450 | 329.08 ms | 12 - 1342 MB | NPU
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| encoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 48.69 ms | 12 - 1129 MB | NPU
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| 122 |
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| encoder | QNN_DLC | float | Qualcomm® SA8295P | 324.852 ms | 0 - 1556 MB | NPU
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| encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 40.129 ms | 12 - 1260 MB | NPU
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| encoder | QNN_DLC | float | Qualcomm® SA7255P | 207.642 ms | 1 - 1126 MB | NPU
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| 125 |
+
| encoder | QNN_DLC | float | Qualcomm® QCS9075 | 120.784 ms | 14 - 32 MB | NPU
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| 126 |
+
| encoder | QNN_DLC | float | Qualcomm® QCS8750 | 48.69 ms | 12 - 1129 MB | NPU
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| 127 |
+
| encoder | QNN_DLC | float | Qualcomm® QCS7181 | 103.032 ms | 12 - 12 MB | NPU
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| 128 |
+
| encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 165.516 ms | 33 - 2325 MB | NPU
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| 129 |
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| encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 512.784 ms | 0 - 1933 MB | NPU
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| 130 |
+
| encoder | TFLITE | float | Qualcomm® QCS8275 | 360.203 ms | 33 - 1120 MB | NPU
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| 131 |
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| encoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 222.998 ms | 31 - 34 MB | NPU
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| 132 |
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| encoder | TFLITE | float | Qualcomm® SA8775P | 740.89 ms | 0 - 25 MB | CPU
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| 133 |
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| encoder | TFLITE | float | Qualcomm® SA8650P | 740.89 ms | 0 - 25 MB | CPU
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| 134 |
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| encoder | TFLITE | float | Qualcomm® SA8255P | 740.89 ms | 0 - 25 MB | CPU
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| encoder | TFLITE | float | Qualcomm® QCS8450 | 512.784 ms | 0 - 1933 MB | NPU
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| encoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 128.85 ms | 32 - 1106 MB | NPU
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| encoder | TFLITE | float | Qualcomm® SA8295P | 372.611 ms | 34 - 1161 MB | NPU
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+
| encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 98.436 ms | 32 - 1097 MB | NPU
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| encoder | TFLITE | float | Qualcomm® SA7255P | 360.203 ms | 33 - 1120 MB | NPU
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| 140 |
+
| encoder | TFLITE | float | Qualcomm® QCS9075 | 291.604 ms | 32 - 109 MB | NPU
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| 141 |
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| encoder | TFLITE | float | Qualcomm® QCS8750 | 128.85 ms | 32 - 1106 MB | NPU
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## License
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* The license for the original implementation of MobileSam can be found
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release_assets.json
CHANGED
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@@ -1,27 +1,27 @@
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{
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-
"version": "0.
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"precisions": {
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"float": {
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"universal_assets": {
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"tflite": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327",
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-
"litert": "1.4.
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.
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},
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.
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},
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"onnx": {
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"tool_versions": {
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-
"qairt": "2.
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"onnx_runtime": "1.25.0"
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},
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-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.
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}
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}
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}
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{
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+
"version": "0.56.0",
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"precisions": {
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"float": {
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"universal_assets": {
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"tflite": {
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"tool_versions": {
|
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"qairt": "2.45.0.260326154327",
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| 9 |
+
"litert": "1.4.4"
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},
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+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.56.0/mobilesam-tflite-float.zip"
|
| 12 |
},
|
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"qnn_dlc": {
|
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"tool_versions": {
|
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"qairt": "2.45.0.260326154327"
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},
|
| 17 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.56.0/mobilesam-qnn_dlc-float.zip"
|
| 18 |
},
|
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"onnx": {
|
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"tool_versions": {
|
| 21 |
+
"qairt": "2.45.0.260326154327",
|
| 22 |
"onnx_runtime": "1.25.0"
|
| 23 |
},
|
| 24 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.56.0/mobilesam-onnx-float.zip"
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| 25 |
}
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| 26 |
}
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| 27 |
}
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