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DDColor

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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +41 -21
  2. release_assets.json +11 -4
README.md CHANGED
@@ -27,8 +27,9 @@ 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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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddcolor/releases/v0.52.0/ddcolor-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/ddcolor/releases/v0.52.0/ddcolor-tflite-float.zip)
 
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  For more device-specific assets and performance metrics, visit **[DDColor on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ddcolor)**.
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@@ -58,25 +59,44 @@ See our repository for [DDColor on GitHub](https://github.com/qualcomm/ai-hub-mo
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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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- | DDColor | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.131 ms | 1 - 631 MB | NPU
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- | DDColor | QNN_DLC | float | Snapdragon® X2 Elite | 29.563 ms | 1 - 1 MB | NPU
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- | DDColor | QNN_DLC | float | Snapdragon® X Elite | 63.852 ms | 1 - 1 MB | NPU
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- | DDColor | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 44.723 ms | 0 - 578 MB | NPU
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- | DDColor | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 130.26 ms | 1 - 477 MB | NPU
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- | DDColor | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 65.455 ms | 1 - 4 MB | NPU
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- | DDColor | QNN_DLC | float | Qualcomm® SA8775P | 68.122 ms | 1 - 474 MB | NPU
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- | DDColor | QNN_DLC | float | Qualcomm® QCS9075 | 93.916 ms | 1 - 4 MB | NPU
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- | DDColor | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 76.704 ms | 0 - 489 MB | NPU
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- | DDColor | QNN_DLC | float | Qualcomm® SA7255P | 130.26 ms | 1 - 477 MB | NPU
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- | DDColor | QNN_DLC | float | Qualcomm® SA8295P | 72.792 ms | 1 - 333 MB | NPU
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- | DDColor | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 33.799 ms | 1 - 624 MB | NPU
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- | DDColor | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 30.053 ms | 1 - 1245 MB | NPU
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- | DDColor | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 48.053 ms | 1 - 1957 MB | NPU
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- | DDColor | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 82.377 ms | 1 - 4 MB | NPU
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- | DDColor | TFLITE | float | Qualcomm® QCS9075 | 146.071 ms | 1 - 116 MB | NPU
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- | DDColor | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 88.553 ms | 1 - 778 MB | NPU
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- | DDColor | TFLITE | float | Qualcomm® SA8295P | 80.928 ms | 1 - 630 MB | NPU
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- | DDColor | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 35.741 ms | 0 - 809 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of DDColor 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/ddcolor/releases/v0.53.0/ddcolor-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/ddcolor/releases/v0.53.0/ddcolor-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/ddcolor/releases/v0.53.0/ddcolor-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[DDColor on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ddcolor)**.
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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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+ | DDColor | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 29.534 ms | 2 - 662 MB | NPU
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+ | DDColor | ONNX | float | Snapdragon® 8 Elite Mobile | 35.311 ms | 0 - 757 MB | NPU
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+ | DDColor | ONNX | float | Snapdragon® X2 Elite | 29.622 ms | 112 - 112 MB | NPU
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+ | DDColor | ONNX | float | Snapdragon® X Elite | 76.683 ms | 111 - 111 MB | NPU
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+ | DDColor | ONNX | float | Snapdragon® X Elite | 76.683 ms | 111 - 111 MB | NPU
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+ | DDColor | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 49.332 ms | 0 - 1356 MB | NPU
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+ | DDColor | ONNX | float | Qualcomm® QCS8550 (Proxy) | 78.855 ms | 0 - 117 MB | NPU
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+ | DDColor | ONNX | float | Qualcomm® QCS9075 | 90.847 ms | 1 - 5 MB | NPU
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+ | DDColor | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 35.311 ms | 0 - 757 MB | NPU
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+ | DDColor | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.553 ms | 1 - 621 MB | NPU
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+ | DDColor | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 32.069 ms | 1 - 617 MB | NPU
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+ | DDColor | QNN_DLC | float | Snapdragon® X2 Elite | 27.773 ms | 1 - 1 MB | NPU
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+ | DDColor | QNN_DLC | float | Snapdragon® X Elite | 60.58 ms | 1 - 1 MB | NPU
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+ | DDColor | QNN_DLC | float | Snapdragon® X Elite | 60.58 ms | 1 - 1 MB | NPU
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+ | DDColor | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 41.719 ms | 0 - 563 MB | NPU
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+ | DDColor | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 129.798 ms | 1 - 453 MB | NPU
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+ | DDColor | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 62.568 ms | 1 - 502 MB | NPU
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+ | DDColor | QNN_DLC | float | Qualcomm® SA8775P | 65.755 ms | 1 - 452 MB | NPU
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+ | DDColor | QNN_DLC | float | Qualcomm® SA8775P | 65.755 ms | 1 - 452 MB | NPU
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+ | DDColor | QNN_DLC | float | Qualcomm® SA8775P | 65.755 ms | 1 - 452 MB | NPU
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+ | DDColor | QNN_DLC | float | Qualcomm® QCS9075 | 92.589 ms | 1 - 4 MB | NPU
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+ | DDColor | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 73.083 ms | 0 - 461 MB | NPU
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+ | DDColor | QNN_DLC | float | Qualcomm® SA7255P | 129.798 ms | 1 - 453 MB | NPU
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+ | DDColor | QNN_DLC | float | Qualcomm® SA8295P | 69.551 ms | 0 - 330 MB | NPU
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+ | DDColor | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 32.069 ms | 1 - 617 MB | NPU
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+ | DDColor | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.651 ms | 1 - 1019 MB | NPU
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+ | DDColor | TFLITE | float | Snapdragon® 8 Elite Mobile | 33.887 ms | 1 - 985 MB | NPU
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+ | DDColor | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 42.976 ms | 1 - 1421 MB | NPU
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+ | DDColor | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 124.534 ms | 1 - 798 MB | NPU
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+ | DDColor | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 66.696 ms | 0 - 3 MB | NPU
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+ | DDColor | TFLITE | float | Qualcomm® SA8775P | 72.393 ms | 1 - 849 MB | NPU
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+ | DDColor | TFLITE | float | Qualcomm® SA8775P | 72.393 ms | 1 - 849 MB | NPU
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+ | DDColor | TFLITE | float | Qualcomm® SA8775P | 72.393 ms | 1 - 849 MB | NPU
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+ | DDColor | TFLITE | float | Qualcomm® QCS9075 | 140.499 ms | 1 - 116 MB | NPU
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+ | DDColor | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 82.027 ms | 1 - 551 MB | NPU
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+ | DDColor | TFLITE | float | Qualcomm® SA7255P | 124.534 ms | 1 - 798 MB | NPU
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+ | DDColor | TFLITE | float | Qualcomm® SA8295P | 73.562 ms | 1 - 378 MB | NPU
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+ | DDColor | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 33.887 ms | 1 - 985 MB | NPU
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  ## License
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  * The license for the original implementation of DDColor can be found
release_assets.json CHANGED
@@ -1,20 +1,27 @@
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  {
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- "version": "0.52.0",
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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/ddcolor/releases/v0.52.0/ddcolor-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/ddcolor/releases/v0.52.0/ddcolor-qnn_dlc-float.zip"
 
 
 
 
 
 
 
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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/ddcolor/releases/v0.53.0/ddcolor-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/ddcolor/releases/v0.53.0/ddcolor-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/ddcolor/releases/v0.53.0/ddcolor-onnx-float.zip"
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  }
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  }
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  }