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PidNet

Image Segmentation
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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +92 -88
  2. release_assets.json +13 -13
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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.55.0/pidnet-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.55.0/pidnet-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/pidnet/releases/v0.55.0/pidnet-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/pidnet/releases/v0.55.0/pidnet-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/pidnet/releases/v0.55.0/pidnet-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/pidnet/releases/v0.55.0/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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@@ -65,88 +65,92 @@ See our repository for [PidNet on GitHub](https://github.com/qualcomm/ai-hub-mod
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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 | 12.127 ms | 29 - 295 MB | NPU
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- | PidNet | ONNX | float | Snapdragon® X2 Elite | 13.164 ms | 188 - 188 MB | NPU
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- | PidNet | ONNX | float | Snapdragon® X Elite | 32.422 ms | 157 - 157 MB | NPU
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- | PidNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 23.163 ms | 30 - 346 MB | NPU
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- | PidNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 33.105 ms | 24 - 100 MB | NPU
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- | PidNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.998 ms | 7 - 225 MB | NPU
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- | PidNet | ONNX | float | Qualcomm® QCS9075 | 47.482 ms | 24 - 93 MB | NPU
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- | PidNet | ONNX | float | Qualcomm® QCS8750 | 15.998 ms | 7 - 225 MB | NPU
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- | PidNet | ONNX | float | Qualcomm® QCS7181 | 32.422 ms | 157 - 157 MB | NPU
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- | PidNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 43.877 ms | 7 - 238 MB | NPU
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- | PidNet | ONNX | w8a8 | Snapdragon® X2 Elite | 44.167 ms | 206 - 206 MB | NPU
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- | PidNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 39.239 ms | 7 - 274 MB | NPU
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- | PidNet | ONNX | w8a8 | Qualcomm® QCS6490 | 394.068 ms | 196 - 215 MB | CPU
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- | PidNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 52.407 ms | 5 - 45 MB | NPU
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- | PidNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 327.73 ms | 185 - 195 MB | CPU
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- | PidNet | ONNX | w8a8 | Qualcomm® QCM6690 | 347.7 ms | 199 - 209 MB | CPU
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- | PidNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 41.767 ms | 2 - 218 MB | NPU
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- | PidNet | ONNX | w8a8 | Qualcomm® QCS9075 | 55.072 ms | 4 - 51 MB | NPU
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- | PidNet | ONNX | w8a8 | Qualcomm® QCS7790 | 327.73 ms | 185 - 195 MB | CPU
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- | PidNet | ONNX | w8a8 | Qualcomm® QCS8750 | 41.767 ms | 2 - 218 MB | NPU
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- | PidNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.978 ms | 8 - 277 MB | NPU
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- | PidNet | QNN_DLC | float | Snapdragon® X2 Elite | 13.605 ms | 24 - 24 MB | NPU
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- | PidNet | QNN_DLC | float | Snapdragon® X Elite | 38.93 ms | 24 - 24 MB | NPU
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- | PidNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.741 ms | 24 - 329 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® QCS8275 | 117.755 ms | 24 - 242 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 37.587 ms | 24 - 311 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® SA8775P | 46.603 ms | 24 - 243 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® SA8650P | 46.603 ms | 24 - 243 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® SA8255P | 46.603 ms | 24 - 243 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 75.992 ms | 4 - 310 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® SA8295P | 51.902 ms | 24 - 252 MB | NPU
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- | PidNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.264 ms | 24 - 267 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® SA7255P | 117.755 ms | 24 - 242 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® QCS9075 | 61.657 ms | 24 - 52 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® QCS8750 | 18.264 ms | 24 - 267 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® QCS7181 | 38.93 ms | 24 - 24 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 24.568 ms | 6 - 269 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 25.225 ms | 6 - 6 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 60.535 ms | 6 - 6 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 43.132 ms | 6 - 267 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 111.425 ms | 6 - 219 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 57.416 ms | 6 - 8 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 58.394 ms | 6 - 219 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 58.394 ms | 6 - 219 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 58.394 ms | 6 - 219 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 111.425 ms | 6 - 219 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 66.426 ms | 6 - 223 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 43.971 ms | 6 - 241 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 61.808 ms | 6 - 14 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 64.249 ms | 6 - 268 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 43.971 ms | 6 - 241 MB | NPU
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- | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 60.535 ms | 6 - 6 MB | NPU
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- | PidNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.696 ms | 2 - 274 MB | NPU
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- | PidNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 24.884 ms | 2 - 323 MB | NPU
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- | PidNet | TFLITE | float | Qualcomm® QCS8275 | 116.702 ms | 3 - 232 MB | NPU
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- | PidNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 36.548 ms | 3 - 5 MB | NPU
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- | PidNet | TFLITE | float | Qualcomm® SA8775P | 45.27 ms | 2 - 232 MB | NPU
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- | PidNet | TFLITE | float | Qualcomm® SA8650P | 45.27 ms | 2 - 232 MB | NPU
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- | PidNet | TFLITE | float | Qualcomm® SA8255P | 45.27 ms | 2 - 232 MB | NPU
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- | PidNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 74.126 ms | 2 - 329 MB | NPU
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- | PidNet | TFLITE | float | Qualcomm® SA8295P | 51.059 ms | 3 - 245 MB | NPU
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- | PidNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.754 ms | 0 - 249 MB | NPU
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- | PidNet | TFLITE | float | Qualcomm® SA7255P | 116.702 ms | 3 - 232 MB | NPU
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- | PidNet | TFLITE | float | Qualcomm® QCS9075 | 59.455 ms | 0 - 45 MB | NPU
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- | PidNet | TFLITE | float | Qualcomm® QCS8750 | 18.754 ms | 0 - 249 MB | NPU
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- | PidNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 22.152 ms | 1 - 266 MB | NPU
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- | PidNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 37.738 ms | 1 - 264 MB | NPU
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- | PidNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 201.939 ms | 2 - 72 MB | NPU
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- | PidNet | TFLITE | w8a8 | Qualcomm® QCS8275 | 98.436 ms | 1 - 213 MB | NPU
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- | PidNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 50.173 ms | 1 - 3 MB | NPU
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- | PidNet | TFLITE | w8a8 | Qualcomm® SA8775P | 51.005 ms | 1 - 214 MB | NPU
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- | PidNet | TFLITE | w8a8 | Qualcomm® SA8650P | 51.005 ms | 1 - 214 MB | NPU
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- | PidNet | TFLITE | w8a8 | Qualcomm® SA8255P | 51.005 ms | 1 - 214 MB | NPU
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- | PidNet | TFLITE | w8a8 | Qualcomm® SA7255P | 98.436 ms | 1 - 213 MB | NPU
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- | PidNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 66.541 ms | 5 - 224 MB | NPU
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- | PidNet | TFLITE | w8a8 | Qualcomm® SA8295P | 58.099 ms | 1 - 218 MB | NPU
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- | PidNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 236.512 ms | 2 - 233 MB | NPU
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- | PidNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 69.579 ms | 1 - 238 MB | NPU
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- | PidNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 53.455 ms | 1 - 17 MB | NPU
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- | PidNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 58.313 ms | 1 - 266 MB | NPU
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- | PidNet | TFLITE | w8a8 | Qualcomm® QCS7790 | 66.541 ms | 5 - 224 MB | NPU
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- | PidNet | TFLITE | w8a8 | Qualcomm® QCS8750 | 69.579 ms | 1 - 238 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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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
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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/pidnet/releases/v0.56.0/pidnet-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.56.0/pidnet-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/pidnet/releases/v0.56.0/pidnet-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/pidnet/releases/v0.56.0/pidnet-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/pidnet/releases/v0.56.0/pidnet-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/pidnet/releases/v0.56.0/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® X2 Elite | 13.763 ms | 189 - 189 MB | NPU
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+ | PidNet | ONNX | float | Snapdragon® X Elite | 32.32 ms | 158 - 158 MB | NPU
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+ | PidNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 22.916 ms | 31 - 322 MB | NPU
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+ | PidNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 55.626 ms | 29 - 324 MB | NPU
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+ | PidNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 32.415 ms | 24 - 51 MB | NPU
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+ | PidNet | ONNX | float | Qualcomm® QCS8450 | 55.626 ms | 29 - 324 MB | NPU
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+ | PidNet | ONNX | float | Snapdragon® 8 Elite Mobile | 17.854 ms | 7 - 219 MB | NPU
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+ | PidNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.144 ms | 5 - 250 MB | NPU
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+ | PidNet | ONNX | float | Qualcomm® QCS9075 | 47.664 ms | 24 - 93 MB | NPU
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+ | PidNet | ONNX | float | Qualcomm® QCS8750 | 17.854 ms | 7 - 219 MB | NPU
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+ | PidNet | ONNX | float | Qualcomm® QCS7181 | 32.32 ms | 158 - 158 MB | NPU
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+ | PidNet | ONNX | w8a8 | Snapdragon® X2 Elite | 25.958 ms | 207 - 207 MB | NPU
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+ | PidNet | ONNX | w8a8 | Snapdragon® X Elite | 54.825 ms | 175 - 175 MB | NPU
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+ | PidNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 39.101 ms | 7 - 261 MB | NPU
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+ | PidNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 57.664 ms | 7 - 263 MB | NPU
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+ | PidNet | ONNX | w8a8 | Qualcomm® QCS6490 | 132.062 ms | 6 - 51 MB | NPU
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+ | PidNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 52.469 ms | 0 - 19 MB | NPU
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+ | PidNet | ONNX | w8a8 | Qualcomm® QCS8450 | 57.664 ms | 7 - 263 MB | NPU
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+ | PidNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 25.794 ms | 2 - 232 MB | NPU
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+ | PidNet | ONNX | w8a8 | Qualcomm® QCM6690 | 215.567 ms | 7 - 222 MB | NPU
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+ | PidNet | ONNX | w8a8 | Qualcomm® QCS9075 | 54.995 ms | 4 - 51 MB | NPU
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+ | PidNet | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 45.245 ms | 2 - 219 MB | NPU
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+ | PidNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 61.984 ms | 7 - 232 MB | NPU
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+ | PidNet | ONNX | w8a8 | Qualcomm® QCS7790 | 61.984 ms | 7 - 232 MB | NPU
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+ | PidNet | ONNX | w8a8 | Qualcomm® QCS8750 | 45.245 ms | 2 - 219 MB | NPU
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+ | PidNet | ONNX | w8a8 | Qualcomm® QCS7181 | 54.825 ms | 175 - 175 MB | NPU
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+ | PidNet | QNN_DLC | float | Snapdragon® X2 Elite | 13.6 ms | 24 - 24 MB | NPU
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+ | PidNet | QNN_DLC | float | Snapdragon® X Elite | 39.147 ms | 24 - 24 MB | NPU
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+ | PidNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.783 ms | 23 - 327 MB | NPU
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+ | PidNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 75.878 ms | 24 - 331 MB | NPU
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+ | PidNet | QNN_DLC | float | Qualcomm® QCS8275 | 117.745 ms | 24 - 243 MB | NPU
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+ | PidNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 37.694 ms | 24 - 26 MB | NPU
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+ | PidNet | QNN_DLC | float | Qualcomm® QCS8450 | 75.878 ms | 24 - 331 MB | NPU
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+ | PidNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 18.292 ms | 23 - 269 MB | NPU
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+ | PidNet | QNN_DLC | float | Qualcomm® SA8295P | 52.014 ms | 24 - 252 MB | NPU
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+ | PidNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.969 ms | 18 - 291 MB | NPU
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+ | PidNet | QNN_DLC | float | Qualcomm® SA7255P | 117.745 ms | 24 - 243 MB | NPU
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+ | PidNet | QNN_DLC | float | Qualcomm® QCS9075 | 61.104 ms | 26 - 54 MB | NPU
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+ | PidNet | QNN_DLC | float | Qualcomm® QCS8750 | 18.292 ms | 23 - 269 MB | NPU
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+ | PidNet | QNN_DLC | float | Qualcomm® QCS7181 | 39.147 ms | 24 - 24 MB | NPU
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+ | PidNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 25.202 ms | 6 - 6 MB | NPU
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+ | PidNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 60.613 ms | 6 - 6 MB | NPU
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+ | PidNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 43.114 ms | 6 - 266 MB | NPU
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+ | PidNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 63.839 ms | 6 - 269 MB | NPU
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+ | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 111.317 ms | 6 - 219 MB | NPU
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+ | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 57.755 ms | 6 - 158 MB | NPU
114
+ | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 63.839 ms | 6 - 269 MB | NPU
115
+ | PidNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 24.591 ms | 6 - 273 MB | NPU
116
+ | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 61.722 ms | 6 - 14 MB | NPU
117
+ | PidNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 111.317 ms | 6 - 219 MB | NPU
118
+ | PidNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 43.837 ms | 6 - 244 MB | NPU
119
+ | PidNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 66.422 ms | 6 - 223 MB | NPU
120
+ | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 43.837 ms | 6 - 244 MB | NPU
121
+ | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 60.613 ms | 6 - 6 MB | NPU
122
+ | PidNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 24.938 ms | 2 - 325 MB | NPU
123
+ | PidNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 73.971 ms | 4 - 330 MB | NPU
124
+ | PidNet | TFLITE | float | Qualcomm® QCS8275 | 116.592 ms | 3 - 232 MB | NPU
125
+ | PidNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 36.097 ms | 2 - 172 MB | NPU
126
+ | PidNet | TFLITE | float | Qualcomm® SA8775P | 141.849 ms | 3 - 32 MB | GPU
127
+ | PidNet | TFLITE | float | Qualcomm® SA8650P | 141.849 ms | 3 - 32 MB | GPU
128
+ | PidNet | TFLITE | float | Qualcomm® SA8255P | 141.849 ms | 3 - 32 MB | GPU
129
+ | PidNet | TFLITE | float | Qualcomm® QCS8450 | 73.971 ms | 4 - 330 MB | NPU
130
+ | PidNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 18.758 ms | 2 - 252 MB | NPU
131
+ | PidNet | TFLITE | float | Qualcomm® SA8295P | 51.03 ms | 3 - 245 MB | NPU
132
+ | PidNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.676 ms | 2 - 273 MB | NPU
133
+ | PidNet | TFLITE | float | Qualcomm® SA7255P | 116.592 ms | 3 - 232 MB | NPU
134
+ | PidNet | TFLITE | float | Qualcomm® QCS9075 | 59.506 ms | 0 - 45 MB | NPU
135
+ | PidNet | TFLITE | float | Qualcomm® QCS8750 | 18.758 ms | 2 - 252 MB | NPU
136
+ | PidNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 37.894 ms | 1 - 265 MB | NPU
137
+ | PidNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 58.239 ms | 1 - 265 MB | NPU
138
+ | PidNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 185.168 ms | 2 - 71 MB | NPU
139
+ | PidNet | TFLITE | w8a8 | Qualcomm® QCS8275 | 98.412 ms | 1 - 214 MB | NPU
140
+ | PidNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 50.392 ms | 1 - 3 MB | NPU
141
+ | PidNet | TFLITE | w8a8 | Qualcomm® SA8775P | 148.903 ms | 27 - 58 MB | GPU
142
+ | PidNet | TFLITE | w8a8 | Qualcomm® SA8650P | 148.903 ms | 27 - 58 MB | GPU
143
+ | PidNet | TFLITE | w8a8 | Qualcomm® SA8255P | 148.903 ms | 27 - 58 MB | GPU
144
+ | PidNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 58.239 ms | 1 - 265 MB | NPU
145
+ | PidNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 22.081 ms | 0 - 267 MB | NPU
146
+ | PidNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 236.112 ms | 3 - 234 MB | NPU
147
+ | PidNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 53.51 ms | 1 - 17 MB | NPU
148
+ | PidNet | TFLITE | w8a8 | Qualcomm® SA7255P | 98.412 ms | 1 - 214 MB | NPU
149
+ | PidNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 69.966 ms | 1 - 234 MB | NPU
150
+ | PidNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 66.736 ms | 5 - 223 MB | NPU
151
+ | PidNet | TFLITE | w8a8 | Qualcomm® SA8295P | 57.998 ms | 1 - 218 MB | NPU
152
+ | PidNet | TFLITE | w8a8 | Qualcomm® QCS7790 | 66.736 ms | 5 - 223 MB | NPU
153
+ | PidNet | TFLITE | w8a8 | Qualcomm® QCS8750 | 69.966 ms | 1 - 234 MB | NPU
154
 
155
  ## License
156
  * The license for the original implementation of PidNet can be found
release_assets.json CHANGED
@@ -1,51 +1,51 @@
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