v0.50.2
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.
- README.md +70 -69
- release_assets.json +1 -1
README.md
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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.
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| ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.
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| QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.
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| QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.
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| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.
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| TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.
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For more device-specific assets and performance metrics, visit **[PidNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/pidnet)**.
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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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| PidNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.
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| PidNet | ONNX | float | Snapdragon® X2 Elite |
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| PidNet | ONNX | float | Snapdragon® X Elite | 32.
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| PidNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile |
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| PidNet | ONNX | float | Qualcomm® QCS8550 (Proxy) |
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| PidNet | ONNX | float | Qualcomm® QCS9075 | 47.
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| PidNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 16.
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| PidNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 44.
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| PidNet | ONNX | w8a8 | Snapdragon® X2 Elite | 45.
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| PidNet | ONNX | w8a8 | Snapdragon® X Elite |
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| PidNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 45.
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| PidNet | ONNX | w8a8 | Qualcomm® QCS6490 |
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| PidNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 59.
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| PidNet | ONNX | w8a8 | Qualcomm® QCS9075 |
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| PidNet | ONNX | w8a8 | Qualcomm® QCM6690 | 346.
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| PidNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile |
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| PidNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile |
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| PidNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.
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| PidNet | QNN_DLC | float | Snapdragon® X2 Elite | 13.
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| PidNet | QNN_DLC | float | Snapdragon® X Elite | 38.
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| PidNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.
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| PidNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 118.
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| PidNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 37.
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| PidNet | QNN_DLC | float | Qualcomm® SA8775P | 46.
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| PidNet | QNN_DLC | float | Qualcomm®
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| PidNet | QNN_DLC | float | Qualcomm®
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| PidNet | QNN_DLC | float | Qualcomm®
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| PidNet | QNN_DLC | float |
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| PidNet | QNN_DLC |
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| PidNet | QNN_DLC | w8a8 | Snapdragon®
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| PidNet | QNN_DLC | w8a8 | Snapdragon®
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| PidNet | QNN_DLC | w8a8 | Snapdragon®
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| PidNet | QNN_DLC | w8a8 |
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| PidNet | QNN_DLC | w8a8 | Qualcomm®
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| PidNet | QNN_DLC | w8a8 | Qualcomm®
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| PidNet | QNN_DLC | w8a8 | Qualcomm®
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| PidNet | QNN_DLC | w8a8 | Qualcomm®
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| PidNet | QNN_DLC | w8a8 | Qualcomm®
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| PidNet | QNN_DLC | w8a8 | Qualcomm®
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| PidNet | QNN_DLC | w8a8 |
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| PidNet |
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| PidNet | TFLITE | float | Snapdragon® 8 Gen
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| PidNet | TFLITE | float |
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| PidNet | TFLITE | float | Qualcomm®
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| PidNet | TFLITE | float | Qualcomm®
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| PidNet | TFLITE | float | Qualcomm®
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| PidNet | TFLITE | float | Qualcomm®
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| PidNet | TFLITE | float | Qualcomm®
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| PidNet | TFLITE | float | Qualcomm®
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| PidNet | TFLITE | float |
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| PidNet | TFLITE |
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| PidNet | TFLITE | w8a8 | Snapdragon® 8 Gen
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| PidNet | TFLITE | w8a8 |
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| PidNet | TFLITE | w8a8 | Qualcomm®
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| PidNet | TFLITE | w8a8 | Qualcomm®
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| PidNet | TFLITE | w8a8 | Qualcomm®
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| PidNet | TFLITE | w8a8 | Qualcomm®
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| PidNet | TFLITE | w8a8 | Qualcomm®
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| PidNet | TFLITE | w8a8 | Qualcomm®
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| PidNet | TFLITE | w8a8 | Qualcomm®
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| PidNet | TFLITE | w8a8 | Qualcomm®
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| PidNet | TFLITE | w8a8 |
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| PidNet | TFLITE | w8a8 | Snapdragon®
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## License
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* The license for the original implementation of PidNet 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/pidnet/releases/v0.50.2/pidnet-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/pidnet/releases/v0.50.2/pidnet-onnx-w8a8.zip)
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| QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-qnn_dlc-float.zip)
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| QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-qnn_dlc-w8a8.zip)
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| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-tflite-float.zip)
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| TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-tflite-w8a8.zip)
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For more device-specific assets and performance metrics, visit **[PidNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/pidnet)**.
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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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| PidNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.164 ms | 31 - 299 MB | NPU
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| PidNet | ONNX | float | Snapdragon® X2 Elite | 12.927 ms | 22 - 22 MB | NPU
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| PidNet | ONNX | float | Snapdragon® X Elite | 32.82 ms | 24 - 24 MB | NPU
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| PidNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 22.949 ms | 32 - 349 MB | NPU
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| PidNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 32.516 ms | 24 - 26 MB | NPU
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| PidNet | ONNX | float | Qualcomm® QCS9075 | 47.406 ms | 24 - 51 MB | NPU
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| PidNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 16.324 ms | 6 - 225 MB | NPU
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| PidNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 44.924 ms | 94 - 327 MB | NPU
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| PidNet | ONNX | w8a8 | Snapdragon® X2 Elite | 45.18 ms | 133 - 133 MB | NPU
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| PidNet | ONNX | w8a8 | Snapdragon® X Elite | 62.602 ms | 131 - 131 MB | NPU
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| PidNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 45.704 ms | 107 - 381 MB | NPU
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| PidNet | ONNX | w8a8 | Qualcomm® QCS6490 | 388.418 ms | 197 - 215 MB | CPU
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| PidNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 59.488 ms | 97 - 104 MB | NPU
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| PidNet | ONNX | w8a8 | Qualcomm® QCS9075 | 64.586 ms | 100 - 103 MB | NPU
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| PidNet | ONNX | w8a8 | Qualcomm® QCM6690 | 346.538 ms | 129 - 138 MB | CPU
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| PidNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 44.51 ms | 101 - 319 MB | NPU
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| PidNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 327.615 ms | 134 - 143 MB | CPU
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| PidNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.942 ms | 24 - 296 MB | NPU
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| PidNet | QNN_DLC | float | Snapdragon® X2 Elite | 13.424 ms | 24 - 24 MB | NPU
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| PidNet | QNN_DLC | float | Snapdragon® X Elite | 38.874 ms | 24 - 24 MB | NPU
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| PidNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.702 ms | 18 - 337 MB | NPU
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| PidNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 118.298 ms | 24 - 246 MB | NPU
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| PidNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 37.675 ms | 24 - 26 MB | NPU
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| PidNet | QNN_DLC | float | Qualcomm® SA8775P | 46.714 ms | 24 - 247 MB | NPU
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| PidNet | QNN_DLC | float | Qualcomm® QCS9075 | 61.699 ms | 24 - 52 MB | NPU
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| PidNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 76.751 ms | 5 - 334 MB | NPU
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| PidNet | QNN_DLC | float | Qualcomm® SA7255P | 118.298 ms | 24 - 246 MB | NPU
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| PidNet | QNN_DLC | float | Qualcomm® SA8295P | 51.765 ms | 24 - 260 MB | NPU
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| PidNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.276 ms | 21 - 266 MB | NPU
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| PidNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 47.613 ms | 6 - 270 MB | NPU
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| PidNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 48.386 ms | 6 - 6 MB | NPU
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| PidNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 60.352 ms | 6 - 6 MB | NPU
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| PidNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 43.153 ms | 6 - 272 MB | NPU
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| PidNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 111.214 ms | 6 - 218 MB | NPU
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| PidNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 57.898 ms | 6 - 8 MB | NPU
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| PidNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 58.479 ms | 6 - 218 MB | NPU
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| PidNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 61.958 ms | 6 - 14 MB | NPU
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| PidNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 63.925 ms | 6 - 274 MB | NPU
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| PidNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 111.214 ms | 6 - 218 MB | NPU
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| PidNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 66.474 ms | 6 - 220 MB | NPU
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| PidNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 41.463 ms | 6 - 241 MB | NPU
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| PidNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.705 ms | 2 - 272 MB | NPU
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| PidNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 24.882 ms | 1 - 334 MB | NPU
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| PidNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 117.12 ms | 3 - 232 MB | NPU
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| PidNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 35.77 ms | 0 - 2 MB | NPU
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| PidNet | TFLITE | float | Qualcomm® SA8775P | 45.274 ms | 2 - 233 MB | NPU
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| PidNet | TFLITE | float | Qualcomm® QCS9075 | 59.677 ms | 0 - 45 MB | NPU
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| PidNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 76.026 ms | 2 - 350 MB | NPU
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| PidNet | TFLITE | float | Qualcomm® SA7255P | 117.12 ms | 3 - 232 MB | NPU
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| PidNet | TFLITE | float | Qualcomm® SA8295P | 50.659 ms | 2 - 250 MB | NPU
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| PidNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.96 ms | 1 - 258 MB | NPU
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| PidNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 40.653 ms | 1 - 265 MB | NPU
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| PidNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 38.135 ms | 0 - 266 MB | NPU
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| PidNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 210.57 ms | 2 - 72 MB | NPU
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| PidNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 98.263 ms | 1 - 212 MB | NPU
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| PidNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 50.321 ms | 1 - 2 MB | NPU
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| PidNet | TFLITE | w8a8 | Qualcomm® SA8775P | 50.963 ms | 1 - 212 MB | NPU
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| PidNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 53.14 ms | 0 - 16 MB | NPU
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| PidNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 238.856 ms | 3 - 198 MB | NPU
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| PidNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 58.319 ms | 0 - 267 MB | NPU
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| PidNet | TFLITE | w8a8 | Qualcomm® SA7255P | 98.263 ms | 1 - 212 MB | NPU
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| PidNet | TFLITE | w8a8 | Qualcomm® SA8295P | 57.97 ms | 1 - 215 MB | NPU
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| PidNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 38.265 ms | 1 - 237 MB | NPU
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| PidNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 66.782 ms | 3 - 222 MB | NPU
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## License
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* The license for the original implementation of PidNet can be found
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release_assets.json
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{"version":"0.50.
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{"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-tflite-float.zip"}}},"w8a8":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-onnx-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-qnn_dlc-w8a8.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-tflite-w8a8.zip"}}}}}
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