v0.53.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.
- README.md +90 -70
- release_assets.json +4 -4
README.md
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| Runtime | Precision | Chipset | SDK Versions | Download |
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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/track_anything/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/track_anything/releases/v0.
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For more device-specific assets and performance metrics, visit **[Track-Anything on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/track_anything)**.
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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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| encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.
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| encode_key_with_shrinkage | ONNX | float | Snapdragon®
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| encode_key_with_shrinkage | ONNX | float | Snapdragon®
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| encode_key_with_shrinkage | ONNX | float | Snapdragon®
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| encode_key_with_shrinkage | ONNX | float |
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| encode_key_with_shrinkage | ONNX | float |
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| encode_key_with_shrinkage | ONNX | float |
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| encode_key_with_shrinkage |
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| encode_key_with_shrinkage | TFLITE | float |
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| encode_key_with_shrinkage | TFLITE | float |
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| encode_key_with_shrinkage | TFLITE | float |
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| encode_key_with_shrinkage | TFLITE | float | Qualcomm®
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| encode_key_with_shrinkage | TFLITE | float | Qualcomm®
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| encode_key_with_shrinkage | TFLITE | float | Qualcomm®
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| encode_key_with_shrinkage | TFLITE | float | Qualcomm®
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| encode_key_with_shrinkage | TFLITE | float |
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| encode_key_without_shrinkage | ONNX | float |
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| encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite
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| encode_key_without_shrinkage |
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| encode_key_without_shrinkage | TFLITE | float |
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| encode_key_without_shrinkage | TFLITE | float |
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| encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8
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| encode_value |
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| encode_value |
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| encode_value |
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| encode_value |
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| encode_value |
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| encode_value |
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| encode_value |
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## License
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* The license for the original implementation of Track-Anything 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/track_anything/releases/v0.53.0/track_anything-onnx-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/track_anything/releases/v0.53.0/track_anything-tflite-float.zip)
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For more device-specific assets and performance metrics, visit **[Track-Anything on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/track_anything)**.
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## Performance Summary
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| 64 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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| 65 |
|---|---|---|---|---|---|---
|
| 66 |
+
| encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.38 ms | 0 - 176 MB | NPU
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| encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite Mobile | 2.944 ms | 1 - 165 MB | NPU
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| encode_key_with_shrinkage | ONNX | float | Snapdragon® X2 Elite | 2.793 ms | 18 - 18 MB | NPU
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| encode_key_with_shrinkage | ONNX | float | Snapdragon® X Elite | 5.585 ms | 19 - 19 MB | NPU
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| encode_key_with_shrinkage | ONNX | float | Snapdragon® X Elite | 5.585 ms | 19 - 19 MB | NPU
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| encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.68 ms | 10 - 212 MB | NPU
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| encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.141 ms | 0 - 20 MB | NPU
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| encode_key_with_shrinkage | ONNX | float | Qualcomm® QCS9075 | 9.634 ms | 10 - 13 MB | NPU
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| encode_key_with_shrinkage | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.944 ms | 1 - 165 MB | NPU
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| encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.425 ms | 0 - 188 MB | NPU
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| encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.288 ms | 0 - 180 MB | NPU
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| encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.057 ms | 0 - 215 MB | NPU
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| encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 31.246 ms | 3 - 179 MB | NPU
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| encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.982 ms | 3 - 8 MB | NPU
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| encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8775P | 9.456 ms | 3 - 180 MB | NPU
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| encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8775P | 9.456 ms | 3 - 180 MB | NPU
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| encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8775P | 9.456 ms | 3 - 180 MB | NPU
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| encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS9075 | 10.697 ms | 2 - 29 MB | NPU
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| encode_key_with_shrinkage | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 11.759 ms | 3 - 196 MB | NPU
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| encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA7255P | 31.246 ms | 3 - 179 MB | NPU
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| encode_key_with_shrinkage | TFLITE | float | Qualcomm® SA8295P | 10.278 ms | 3 - 163 MB | NPU
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| encode_key_with_shrinkage | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.288 ms | 0 - 180 MB | NPU
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| encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.494 ms | 0 - 216 MB | NPU
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| encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite Mobile | 4.376 ms | 61 - 254 MB | NPU
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| encode_key_without_shrinkage | ONNX | float | Snapdragon® X2 Elite | 3.942 ms | 65 - 65 MB | NPU
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| encode_key_without_shrinkage | ONNX | float | Snapdragon® X Elite | 6.908 ms | 66 - 66 MB | NPU
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| encode_key_without_shrinkage | ONNX | float | Snapdragon® X Elite | 6.908 ms | 66 - 66 MB | NPU
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| encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.047 ms | 64 - 274 MB | NPU
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| encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.871 ms | 58 - 77 MB | NPU
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| encode_key_without_shrinkage | ONNX | float | Qualcomm® QCS9075 | 11.441 ms | 61 - 64 MB | NPU
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| encode_key_without_shrinkage | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.376 ms | 61 - 254 MB | NPU
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| encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.545 ms | 0 - 223 MB | NPU
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| encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite Mobile | 4.393 ms | 19 - 205 MB | NPU
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| encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.581 ms | 19 - 232 MB | NPU
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| encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 33.576 ms | 20 - 204 MB | NPU
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| encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 7.966 ms | 18 - 20 MB | NPU
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| encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8775P | 11.675 ms | 20 - 207 MB | NPU
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| encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8775P | 11.675 ms | 20 - 207 MB | NPU
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| encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8775P | 11.675 ms | 20 - 207 MB | NPU
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| encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS9075 | 12.853 ms | 20 - 63 MB | NPU
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| encode_key_without_shrinkage | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 14.187 ms | 20 - 220 MB | NPU
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| encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA7255P | 33.576 ms | 20 - 204 MB | NPU
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| encode_key_without_shrinkage | TFLITE | float | Qualcomm® SA8295P | 12.592 ms | 20 - 185 MB | NPU
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| encode_key_without_shrinkage | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.393 ms | 19 - 205 MB | NPU
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| encode_value | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.639 ms | 11 - 177 MB | NPU
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| encode_value | ONNX | float | Snapdragon® 8 Elite Mobile | 8.284 ms | 8 - 176 MB | NPU
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| encode_value | ONNX | float | Snapdragon® X2 Elite | 6.342 ms | 39 - 39 MB | NPU
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| encode_value | ONNX | float | Snapdragon® X Elite | 12.518 ms | 38 - 38 MB | NPU
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| encode_value | ONNX | float | Snapdragon® X Elite | 12.518 ms | 38 - 38 MB | NPU
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| encode_value | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.863 ms | 0 - 204 MB | NPU
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| encode_value | ONNX | float | Qualcomm® QCS8550 (Proxy) | 15.591 ms | 0 - 44 MB | NPU
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| encode_value | ONNX | float | Qualcomm® QCS9075 | 18.566 ms | 6 - 14 MB | NPU
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| encode_value | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.284 ms | 8 - 176 MB | NPU
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| encode_value | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.33 ms | 3 - 202 MB | NPU
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| encode_value | TFLITE | float | Snapdragon® 8 Elite Mobile | 6.829 ms | 2 - 214 MB | NPU
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| encode_value | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.266 ms | 3 - 289 MB | NPU
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| encode_value | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 51.338 ms | 0 - 213 MB | NPU
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| encode_value | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 11.899 ms | 3 - 5 MB | NPU
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| encode_value | TFLITE | float | Qualcomm® SA8775P | 17.032 ms | 3 - 215 MB | NPU
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| encode_value | TFLITE | float | Qualcomm® SA8775P | 17.032 ms | 3 - 215 MB | NPU
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| encode_value | TFLITE | float | Qualcomm® SA8775P | 17.032 ms | 3 - 215 MB | NPU
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| encode_value | TFLITE | float | Qualcomm® QCS9075 | 19.763 ms | 0 - 55 MB | NPU
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| encode_value | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 21.329 ms | 3 - 288 MB | NPU
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| encode_value | TFLITE | float | Qualcomm® SA7255P | 51.338 ms | 0 - 213 MB | NPU
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| encode_value | TFLITE | float | Qualcomm® SA8295P | 18.885 ms | 3 - 219 MB | NPU
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| encode_value | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.829 ms | 2 - 214 MB | NPU
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| segment | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.485 ms | 8 - 222 MB | NPU
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| segment | ONNX | float | Snapdragon® 8 Elite Mobile | 13.638 ms | 5 - 216 MB | NPU
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| segment | ONNX | float | Snapdragon® X2 Elite | 11.809 ms | 38 - 38 MB | NPU
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| segment | ONNX | float | Snapdragon® X Elite | 23.504 ms | 37 - 37 MB | NPU
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| segment | ONNX | float | Snapdragon® X Elite | 23.504 ms | 37 - 37 MB | NPU
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| segment | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 17.531 ms | 0 - 245 MB | NPU
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| segment | ONNX | float | Qualcomm® QCS8550 (Proxy) | 23.248 ms | 0 - 43 MB | NPU
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| segment | ONNX | float | Qualcomm® QCS9075 | 36.384 ms | 21 - 45 MB | NPU
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| segment | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.638 ms | 5 - 216 MB | NPU
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| segment | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.448 ms | 0 - 194 MB | NPU
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| segment | TFLITE | float | Snapdragon® 8 Elite Mobile | 13.272 ms | 1 - 197 MB | NPU
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| segment | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 17.409 ms | 2 - 289 MB | NPU
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| segment | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 103.489 ms | 2 - 195 MB | NPU
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| segment | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 23.401 ms | 2 - 5 MB | NPU
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| segment | TFLITE | float | Qualcomm® SA8775P | 33.353 ms | 2 - 193 MB | NPU
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| segment | TFLITE | float | Qualcomm® SA8775P | 33.353 ms | 2 - 193 MB | NPU
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| segment | TFLITE | float | Qualcomm® SA8775P | 33.353 ms | 2 - 193 MB | NPU
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| segment | TFLITE | float | Qualcomm® QCS9075 | 38.107 ms | 0 - 83 MB | NPU
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| segment | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 42.635 ms | 2 - 294 MB | NPU
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| segment | TFLITE | float | Qualcomm® SA7255P | 103.489 ms | 2 - 195 MB | NPU
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| segment | TFLITE | float | Qualcomm® SA8295P | 37.703 ms | 0 - 199 MB | NPU
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| segment | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.272 ms | 1 - 197 MB | NPU
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## License
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* The license for the original implementation of Track-Anything can be found
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release_assets.json
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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/track_anything/releases/v0.
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.24.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.
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}
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}
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}
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{
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"version": "0.53.0",
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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": "1.4.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.53.0/track_anything-tflite-float.zip"
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.24.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/track_anything/releases/v0.53.0/track_anything-onnx-float.zip"
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}
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}
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}
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