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PidNet

Image Segmentation
PyTorch
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android
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v0.52.0

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

Files changed (2) hide show
  1. README.md +17 -17
  2. release_assets.json +13 -13
README.md CHANGED
@@ -28,11 +28,11 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.51.0/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/v0.51.0/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/v0.51.0/pidnet-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/pidnet/releases/v0.51.0/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/v0.51.0/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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@@ -81,18 +81,18 @@ See our repository for [PidNet on GitHub](https://github.com/qualcomm/ai-hub-mod
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  | PidNet | ONNX | w8a8 | Qualcomm® QCM6690 | 347.589 ms | 141 - 151 MB | CPU
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  | PidNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 44.093 ms | 105 - 310 MB | NPU
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  | PidNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 327.416 ms | 134 - 145 MB | CPU
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- | PidNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.004 ms | 14 - 284 MB | NPU
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- | PidNet | QNN_DLC | float | Snapdragon® X2 Elite | 13.481 ms | 24 - 24 MB | NPU
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- | PidNet | QNN_DLC | float | Snapdragon® X Elite | 38.887 ms | 24 - 24 MB | NPU
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- | PidNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.629 ms | 23 - 326 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 117.732 ms | 24 - 241 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 37.235 ms | 24 - 274 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® SA8775P | 46.582 ms | 24 - 242 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® QCS9075 | 61.125 ms | 24 - 52 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 75.848 ms | 4 - 309 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® SA7255P | 117.732 ms | 24 - 241 MB | NPU
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- | PidNet | QNN_DLC | float | Qualcomm® SA8295P | 51.99 ms | 24 - 253 MB | NPU
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- | PidNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.254 ms | 18 - 264 MB | NPU
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  | PidNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.686 ms | 2 - 275 MB | NPU
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  | PidNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 25.059 ms | 0 - 319 MB | NPU
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  | PidNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 116.587 ms | 2 - 231 MB | NPU
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
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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/v0.52.0/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/v0.52.0/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/v0.52.0/pidnet-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/pidnet/releases/v0.52.0/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/v0.52.0/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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  | PidNet | ONNX | w8a8 | Qualcomm® QCM6690 | 347.589 ms | 141 - 151 MB | CPU
82
  | PidNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 44.093 ms | 105 - 310 MB | NPU
83
  | PidNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 327.416 ms | 134 - 145 MB | CPU
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+ | PidNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.992 ms | 14 - 285 MB | NPU
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+ | PidNet | QNN_DLC | float | Snapdragon® X2 Elite | 13.499 ms | 24 - 24 MB | NPU
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+ | PidNet | QNN_DLC | float | Snapdragon® X Elite | 38.895 ms | 24 - 24 MB | NPU
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+ | PidNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.667 ms | 24 - 326 MB | NPU
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+ | PidNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 117.69 ms | 24 - 242 MB | NPU
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+ | PidNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 37.639 ms | 25 - 27 MB | NPU
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+ | PidNet | QNN_DLC | float | Qualcomm® SA8775P | 46.618 ms | 24 - 242 MB | NPU
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+ | PidNet | QNN_DLC | float | Qualcomm® QCS9075 | 60.965 ms | 24 - 52 MB | NPU
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+ | PidNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 75.966 ms | 6 - 311 MB | NPU
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+ | PidNet | QNN_DLC | float | Qualcomm® SA7255P | 117.69 ms | 24 - 242 MB | NPU
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+ | PidNet | QNN_DLC | float | Qualcomm® SA8295P | 51.942 ms | 24 - 253 MB | NPU
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+ | PidNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.278 ms | 23 - 269 MB | NPU
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  | PidNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.686 ms | 2 - 275 MB | NPU
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  | PidNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 25.059 ms | 0 - 319 MB | NPU
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  | PidNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 116.587 ms | 2 - 231 MB | NPU
release_assets.json CHANGED
@@ -1,45 +1,45 @@
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  {
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- "version": "0.51.0",
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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": "1.4.2"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.51.0/pidnet-tflite-float.zip"
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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/pidnet/releases/v0.51.0/pidnet-qnn_dlc-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/pidnet/releases/v0.51.0/pidnet-onnx-float.zip"
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  }
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  }
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  },
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- "w8a8": {
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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": "1.4.2"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.51.0/pidnet-tflite-w8a8.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/pidnet/releases/v0.51.0/pidnet-onnx-w8a8.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.52.0",
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  "precisions": {
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+ "w8a8": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.2"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.52.0/pidnet-tflite-w8a8.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/pidnet/releases/v0.52.0/pidnet-onnx-w8a8.zip"
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  }
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  }
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  },
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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": "1.4.2"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.52.0/pidnet-tflite-float.zip"
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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/pidnet/releases/v0.52.0/pidnet-qnn_dlc-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/pidnet/releases/v0.52.0/pidnet-onnx-float.zip"
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  }
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  }
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  }