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CREStereo

Depth Estimation
PyTorch
android
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v0.54.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.54.0 for changelog.

Files changed (2) hide show
  1. README.md +21 -22
  2. release_assets.json +9 -3
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/crestereo/releases/v0.53.1/crestereo-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.53.1/crestereo-tflite-float.zip)
 
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  For more device-specific assets and performance metrics, visit **[CREStereo on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/crestereo)**.
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@@ -66,37 +67,35 @@ See our repository for [CREStereo on GitHub](https://github.com/qualcomm/ai-hub-
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  | CREStereo | ONNX | float | Snapdragon® X Elite | 5407.067 ms | 180 - 180 MB | CPU
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  | CREStereo | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4685.376 ms | 62 - 82 MB | CPU
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  | CREStereo | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5776.319 ms | 66 - 69 MB | CPU
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- | CREStereo | ONNX | float | Qualcomm® QCS9075 | 3982.804 ms | 94 - 97 MB | CPU
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  | CREStereo | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4065.807 ms | 63 - 86 MB | CPU
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- | CREStereo | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2886.412 ms | 144 - 235 MB | CPU
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- | CREStereo | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 3526.575 ms | 91 - 184 MB | CPU
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- | CREStereo | QNN_DLC | float | Snapdragon® X2 Elite | 2748.794 ms | 85 - 85 MB | CPU
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- | CREStereo | QNN_DLC | float | Snapdragon® X Elite | 8322.542 ms | 85 - 85 MB | CPU
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- | CREStereo | QNN_DLC | float | Snapdragon® X Elite | 8322.542 ms | 85 - 85 MB | CPU
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- | CREStereo | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5099.593 ms | 127 - 221 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 10856.074 ms | 130 - 216 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5679.464 ms | 119 - 154 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® SA8775P | 6657.907 ms | 128 - 214 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® SA8775P | 6657.907 ms | 128 - 214 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® SA8775P | 6657.907 ms | 128 - 214 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® QCS9075 | 7730.53 ms | 298 - 1200 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 7656.173 ms | 140 - 235 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® SA7255P | 10856.074 ms | 130 - 216 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® SA8295P | 5691.883 ms | 129 - 215 MB | CPU
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- | CREStereo | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3526.575 ms | 91 - 184 MB | CPU
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  | CREStereo | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2707.927 ms | 46 - 73 MB | CPU
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  | CREStereo | TFLITE | float | Snapdragon® 8 Elite Mobile | 2871.556 ms | 47 - 74 MB | CPU
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  | CREStereo | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4291.132 ms | 47 - 78 MB | CPU
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- | CREStereo | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7647.493 ms | 48 - 72 MB | CPU
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  | CREStereo | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5070.01 ms | 47 - 59 MB | CPU
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  | CREStereo | TFLITE | float | Qualcomm® SA8775P | 5629.087 ms | 48 - 73 MB | CPU
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  | CREStereo | TFLITE | float | Qualcomm® SA8775P | 5629.087 ms | 48 - 73 MB | CPU
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  | CREStereo | TFLITE | float | Qualcomm® SA8775P | 5629.087 ms | 48 - 73 MB | CPU
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- | CREStereo | TFLITE | float | Qualcomm® QCS9075 | 5737.104 ms | 47 - 153 MB | CPU
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- | CREStereo | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 6604.064 ms | 47 - 79 MB | CPU
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  | CREStereo | TFLITE | float | Qualcomm® SA7255P | 7647.493 ms | 48 - 72 MB | CPU
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  | CREStereo | TFLITE | float | Qualcomm® SA8295P | 3673.911 ms | 47 - 72 MB | CPU
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  | CREStereo | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2871.556 ms | 47 - 74 MB | CPU
 
 
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  ## License
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  * The license for the original implementation of CREStereo can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.54.0/crestereo-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/crestereo/releases/v0.54.0/crestereo-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.54.0/crestereo-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[CREStereo on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/crestereo)**.
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  | CREStereo | ONNX | float | Snapdragon® X Elite | 5407.067 ms | 180 - 180 MB | CPU
68
  | CREStereo | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4685.376 ms | 62 - 82 MB | CPU
69
  | CREStereo | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5776.319 ms | 66 - 69 MB | CPU
 
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  | CREStereo | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4065.807 ms | 63 - 86 MB | CPU
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+ | CREStereo | ONNX | float | Qualcomm® QCS9075 | 3982.804 ms | 94 - 97 MB | CPU
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+ | CREStereo | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2867.442 ms | 67 - 158 MB | CPU
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+ | CREStereo | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 3490.878 ms | 131 - 224 MB | CPU
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+ | CREStereo | QNN_DLC | float | Snapdragon® X2 Elite | 2839.029 ms | 84 - 84 MB | CPU
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+ | CREStereo | QNN_DLC | float | Snapdragon® X Elite | 11167.572 ms | 85 - 85 MB | CPU
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+ | CREStereo | QNN_DLC | float | Snapdragon® X Elite | 11167.572 ms | 85 - 85 MB | CPU
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+ | CREStereo | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 4919.73 ms | 118 - 210 MB | CPU
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+ | CREStereo | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 6010.51 ms | 128 - 156 MB | CPU
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+ | CREStereo | QNN_DLC | float | Qualcomm® SA8775P | 6702.173 ms | 128 - 213 MB | CPU
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+ | CREStereo | QNN_DLC | float | Qualcomm® SA8775P | 6702.173 ms | 128 - 213 MB | CPU
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+ | CREStereo | QNN_DLC | float | Qualcomm® SA8775P | 6702.173 ms | 128 - 213 MB | CPU
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+ | CREStereo | QNN_DLC | float | Qualcomm® SA7255P | 10862.181 ms | 130 - 216 MB | CPU
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+ | CREStereo | QNN_DLC | float | Qualcomm® SA8295P | 5629.931 ms | 130 - 217 MB | CPU
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+ | CREStereo | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3490.878 ms | 131 - 224 MB | CPU
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+ | CREStereo | QNN_DLC | float | Qualcomm® QCS9075 | 7768.436 ms | 309 - 1211 MB | CPU
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+ | CREStereo | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8226.521 ms | 140 - 235 MB | CPU
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  | CREStereo | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2707.927 ms | 46 - 73 MB | CPU
88
  | CREStereo | TFLITE | float | Snapdragon® 8 Elite Mobile | 2871.556 ms | 47 - 74 MB | CPU
89
  | CREStereo | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4291.132 ms | 47 - 78 MB | CPU
 
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  | CREStereo | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5070.01 ms | 47 - 59 MB | CPU
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  | CREStereo | TFLITE | float | Qualcomm® SA8775P | 5629.087 ms | 48 - 73 MB | CPU
92
  | CREStereo | TFLITE | float | Qualcomm® SA8775P | 5629.087 ms | 48 - 73 MB | CPU
93
  | CREStereo | TFLITE | float | Qualcomm® SA8775P | 5629.087 ms | 48 - 73 MB | CPU
 
 
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  | CREStereo | TFLITE | float | Qualcomm® SA7255P | 7647.493 ms | 48 - 72 MB | CPU
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  | CREStereo | TFLITE | float | Qualcomm® SA8295P | 3673.911 ms | 47 - 72 MB | CPU
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  | CREStereo | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2871.556 ms | 47 - 74 MB | CPU
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+ | CREStereo | TFLITE | float | Qualcomm® QCS9075 | 5737.104 ms | 47 - 153 MB | CPU
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+ | CREStereo | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 6604.064 ms | 47 - 79 MB | CPU
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  ## License
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  * The license for the original implementation of CREStereo can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "version": "0.53.1",
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  "precisions": {
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  "float": {
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  "universal_assets": {
@@ -7,13 +7,19 @@
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  "tool_versions": {
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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/crestereo/releases/v0.53.1/crestereo-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/crestereo/releases/v0.53.1/crestereo-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": "0.54.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
 
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  "tool_versions": {
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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/crestereo/releases/v0.54.0/crestereo-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/crestereo/releases/v0.54.0/crestereo-qnn_dlc-float.zip"
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+ },
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+ "onnx": {
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+ "tool_versions": {
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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/crestereo/releases/v0.54.0/crestereo-onnx-float.zip"
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  }
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  }
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  }