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MediaPipe-Hand-Detection

Object Detection
PyTorch
real_time
android
Model card Files
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 Community
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v0.51.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +61 -61
  2. release_assets.json +29 -1
README.md CHANGED
@@ -28,9 +28,9 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | 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/mediapipe_hand/releases/v0.50.2/mediapipe_hand-onnx-float.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/mediapipe_hand/releases/v0.50.2/mediapipe_hand-qnn_dlc-float.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/mediapipe_hand/releases/v0.50.2/mediapipe_hand-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[MediaPipe-Hand-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_hand)**.
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@@ -60,64 +60,64 @@ See our repository for [MediaPipe-Hand-Detection on GitHub](https://github.com/q
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  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
- | hand_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.42 ms | 0 - 47 MB | NPU
64
- | hand_detector | ONNX | float | Snapdragon® X2 Elite | 0.492 ms | 0 - 0 MB | NPU
65
- | hand_detector | ONNX | float | Snapdragon® X Elite | 1.011 ms | 3 - 3 MB | NPU
66
- | hand_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.594 ms | 0 - 71 MB | NPU
67
- | hand_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.837 ms | 0 - 7 MB | NPU
68
- | hand_detector | ONNX | float | Qualcomm® QCS9075 | 1.265 ms | 1 - 3 MB | NPU
69
- | hand_detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.493 ms | 0 - 48 MB | NPU
70
- | hand_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.377 ms | 1 - 43 MB | NPU
71
- | hand_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.651 ms | 1 - 1 MB | NPU
72
- | hand_detector | QNN_DLC | float | Snapdragon® X Elite | 0.903 ms | 1 - 1 MB | NPU
73
- | hand_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.53 ms | 0 - 59 MB | NPU
74
- | hand_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 3.774 ms | 0 - 40 MB | NPU
75
- | hand_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.736 ms | 1 - 2 MB | NPU
76
- | hand_detector | QNN_DLC | float | Qualcomm® SA8775P | 1.287 ms | 1 - 43 MB | NPU
77
- | hand_detector | QNN_DLC | float | Qualcomm® QCS9075 | 1.13 ms | 1 - 3 MB | NPU
78
- | hand_detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.352 ms | 0 - 53 MB | NPU
79
- | hand_detector | QNN_DLC | float | Qualcomm® SA7255P | 3.774 ms | 0 - 40 MB | NPU
80
- | hand_detector | QNN_DLC | float | Qualcomm® SA8295P | 1.688 ms | 1 - 32 MB | NPU
81
- | hand_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.445 ms | 0 - 43 MB | NPU
82
- | hand_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.381 ms | 0 - 42 MB | NPU
83
- | hand_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.535 ms | 0 - 58 MB | NPU
84
- | hand_detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 3.808 ms | 0 - 38 MB | NPU
85
- | hand_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.734 ms | 0 - 104 MB | NPU
86
- | hand_detector | TFLITE | float | Qualcomm® SA8775P | 1.327 ms | 0 - 42 MB | NPU
87
- | hand_detector | TFLITE | float | Qualcomm® QCS9075 | 1.138 ms | 0 - 7 MB | NPU
88
- | hand_detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.365 ms | 0 - 51 MB | NPU
89
- | hand_detector | TFLITE | float | Qualcomm® SA7255P | 3.808 ms | 0 - 38 MB | NPU
90
- | hand_detector | TFLITE | float | Qualcomm® SA8295P | 1.714 ms | 0 - 30 MB | NPU
91
- | hand_detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.451 ms | 0 - 37 MB | NPU
92
- | hand_landmark_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.562 ms | 0 - 43 MB | NPU
93
- | hand_landmark_detector | ONNX | float | Snapdragon® X2 Elite | 0.723 ms | 6 - 6 MB | NPU
94
- | hand_landmark_detector | ONNX | float | Snapdragon® X Elite | 1.403 ms | 6 - 6 MB | NPU
95
- | hand_landmark_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.818 ms | 0 - 59 MB | NPU
96
- | hand_landmark_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.108 ms | 0 - 8 MB | NPU
97
- | hand_landmark_detector | ONNX | float | Qualcomm® QCS9075 | 1.811 ms | 1 - 4 MB | NPU
98
- | hand_landmark_detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.658 ms | 0 - 34 MB | NPU
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- | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.517 ms | 1 - 39 MB | NPU
100
- | hand_landmark_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.867 ms | 1 - 1 MB | NPU
101
- | hand_landmark_detector | QNN_DLC | float | Snapdragon® X Elite | 1.299 ms | 1 - 1 MB | NPU
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- | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.765 ms | 0 - 58 MB | NPU
103
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.345 ms | 1 - 35 MB | NPU
104
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.026 ms | 1 - 91 MB | NPU
105
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8775P | 1.864 ms | 1 - 39 MB | NPU
106
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS9075 | 1.696 ms | 3 - 5 MB | NPU
107
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.932 ms | 0 - 53 MB | NPU
108
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA7255P | 5.345 ms | 1 - 35 MB | NPU
109
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8295P | 2.241 ms | 0 - 30 MB | NPU
110
- | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.605 ms | 1 - 39 MB | NPU
111
- | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.512 ms | 0 - 44 MB | NPU
112
- | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.765 ms | 0 - 61 MB | NPU
113
- | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.372 ms | 0 - 41 MB | NPU
114
- | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.021 ms | 0 - 3 MB | NPU
115
- | hand_landmark_detector | TFLITE | float | Qualcomm® SA8775P | 1.882 ms | 0 - 43 MB | NPU
116
- | hand_landmark_detector | TFLITE | float | Qualcomm® QCS9075 | 1.682 ms | 0 - 9 MB | NPU
117
- | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.968 ms | 0 - 57 MB | NPU
118
- | hand_landmark_detector | TFLITE | float | Qualcomm® SA7255P | 5.372 ms | 0 - 41 MB | NPU
119
- | hand_landmark_detector | TFLITE | float | Qualcomm® SA8295P | 2.25 ms | 1 - 36 MB | NPU
120
- | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.602 ms | 0 - 43 MB | NPU
121
 
122
  ## License
123
  * The license for the original implementation of MediaPipe-Hand-Detection can be found
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | 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/mediapipe_hand/releases/v0.51.0/mediapipe_hand-onnx-float.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.51.0/mediapipe_hand-qnn_dlc-float.zip)
33
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.51.0/mediapipe_hand-tflite-float.zip)
34
 
35
  For more device-specific assets and performance metrics, visit **[MediaPipe-Hand-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_hand)**.
36
 
 
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
+ | hand_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.418 ms | 0 - 47 MB | NPU
64
+ | hand_detector | ONNX | float | Snapdragon® X2 Elite | 0.493 ms | 0 - 0 MB | NPU
65
+ | hand_detector | ONNX | float | Snapdragon® X Elite | 1.026 ms | 3 - 3 MB | NPU
66
+ | hand_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.594 ms | 0 - 73 MB | NPU
67
+ | hand_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.851 ms | 0 - 110 MB | NPU
68
+ | hand_detector | ONNX | float | Qualcomm® QCS9075 | 1.271 ms | 1 - 3 MB | NPU
69
+ | hand_detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.497 ms | 0 - 46 MB | NPU
70
+ | hand_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.377 ms | 1 - 42 MB | NPU
71
+ | hand_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.606 ms | 1 - 1 MB | NPU
72
+ | hand_detector | QNN_DLC | float | Snapdragon® X Elite | 0.889 ms | 1 - 1 MB | NPU
73
+ | hand_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.533 ms | 0 - 57 MB | NPU
74
+ | hand_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 3.797 ms | 1 - 39 MB | NPU
75
+ | hand_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.731 ms | 1 - 2 MB | NPU
76
+ | hand_detector | QNN_DLC | float | Qualcomm® SA8775P | 1.272 ms | 0 - 41 MB | NPU
77
+ | hand_detector | QNN_DLC | float | Qualcomm® QCS9075 | 1.116 ms | 1 - 3 MB | NPU
78
+ | hand_detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.376 ms | 0 - 53 MB | NPU
79
+ | hand_detector | QNN_DLC | float | Qualcomm® SA7255P | 3.797 ms | 1 - 39 MB | NPU
80
+ | hand_detector | QNN_DLC | float | Qualcomm® SA8295P | 1.693 ms | 0 - 31 MB | NPU
81
+ | hand_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.441 ms | 0 - 43 MB | NPU
82
+ | hand_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.38 ms | 0 - 41 MB | NPU
83
+ | hand_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.536 ms | 0 - 55 MB | NPU
84
+ | hand_detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 3.802 ms | 0 - 37 MB | NPU
85
+ | hand_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.734 ms | 0 - 4 MB | NPU
86
+ | hand_detector | TFLITE | float | Qualcomm® SA8775P | 1.291 ms | 0 - 40 MB | NPU
87
+ | hand_detector | TFLITE | float | Qualcomm® QCS9075 | 1.143 ms | 0 - 7 MB | NPU
88
+ | hand_detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.376 ms | 0 - 50 MB | NPU
89
+ | hand_detector | TFLITE | float | Qualcomm® SA7255P | 3.802 ms | 0 - 37 MB | NPU
90
+ | hand_detector | TFLITE | float | Qualcomm® SA8295P | 1.706 ms | 0 - 30 MB | NPU
91
+ | hand_detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.445 ms | 0 - 41 MB | NPU
92
+ | hand_landmark_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.566 ms | 0 - 43 MB | NPU
93
+ | hand_landmark_detector | ONNX | float | Snapdragon® X2 Elite | 0.722 ms | 6 - 6 MB | NPU
94
+ | hand_landmark_detector | ONNX | float | Snapdragon® X Elite | 1.377 ms | 6 - 6 MB | NPU
95
+ | hand_landmark_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.838 ms | 0 - 59 MB | NPU
96
+ | hand_landmark_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.103 ms | 0 - 8 MB | NPU
97
+ | hand_landmark_detector | ONNX | float | Qualcomm® QCS9075 | 1.824 ms | 1 - 4 MB | NPU
98
+ | hand_landmark_detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.658 ms | 0 - 43 MB | NPU
99
+ | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.509 ms | 1 - 39 MB | NPU
100
+ | hand_landmark_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.855 ms | 1 - 1 MB | NPU
101
+ | hand_landmark_detector | QNN_DLC | float | Snapdragon® X Elite | 1.285 ms | 1 - 1 MB | NPU
102
+ | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.748 ms | 0 - 56 MB | NPU
103
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.325 ms | 1 - 35 MB | NPU
104
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.988 ms | 1 - 2 MB | NPU
105
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8775P | 1.861 ms | 0 - 37 MB | NPU
106
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS9075 | 1.69 ms | 1 - 3 MB | NPU
107
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.961 ms | 0 - 52 MB | NPU
108
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA7255P | 5.325 ms | 1 - 35 MB | NPU
109
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8295P | 2.238 ms | 1 - 31 MB | NPU
110
+ | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.602 ms | 1 - 39 MB | NPU
111
+ | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.504 ms | 0 - 43 MB | NPU
112
+ | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.76 ms | 0 - 59 MB | NPU
113
+ | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.357 ms | 0 - 39 MB | NPU
114
+ | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.076 ms | 0 - 2 MB | NPU
115
+ | hand_landmark_detector | TFLITE | float | Qualcomm® SA8775P | 1.85 ms | 0 - 43 MB | NPU
116
+ | hand_landmark_detector | TFLITE | float | Qualcomm® QCS9075 | 1.681 ms | 0 - 9 MB | NPU
117
+ | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.949 ms | 0 - 56 MB | NPU
118
+ | hand_landmark_detector | TFLITE | float | Qualcomm® SA7255P | 5.357 ms | 0 - 39 MB | NPU
119
+ | hand_landmark_detector | TFLITE | float | Qualcomm® SA8295P | 2.232 ms | 0 - 34 MB | NPU
120
+ | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.606 ms | 0 - 37 MB | NPU
121
 
122
  ## License
123
  * The license for the original implementation of MediaPipe-Hand-Detection can be found
release_assets.json CHANGED
@@ -1 +1,29 @@
1
- {"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/mediapipe_hand/releases/v0.50.2/mediapipe_hand-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/mediapipe_hand/releases/v0.50.2/mediapipe_hand-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/mediapipe_hand/releases/v0.50.2/mediapipe_hand-tflite-float.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "version": "0.51.0",
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+ "precisions": {
4
+ "float": {
5
+ "universal_assets": {
6
+ "tflite": {
7
+ "tool_versions": {
8
+ "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.2"
10
+ },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.51.0/mediapipe_hand-tflite-float.zip"
12
+ },
13
+ "qnn_dlc": {
14
+ "tool_versions": {
15
+ "qairt": "2.45.0.260326154327"
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+ },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.51.0/mediapipe_hand-qnn_dlc-float.zip"
18
+ },
19
+ "onnx": {
20
+ "tool_versions": {
21
+ "qairt": "2.42.0.251225135753_193295",
22
+ "onnx_runtime": "1.24.3"
23
+ },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.51.0/mediapipe_hand-onnx-float.zip"
25
+ }
26
+ }
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+ }
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+ }
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+ }