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RTMPose-Body2d

Keypoint Detection
PyTorch
android
Model card Files
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v0.52.0

Browse files

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

Files changed (2) hide show
  1. README.md +26 -26
  2. release_assets.json +14 -14
README.md CHANGED
@@ -27,11 +27,11 @@ 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/rtmpose_body2d/releases/v0.51.0/rtmpose_body2d-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.51.0/rtmpose_body2d-onnx-w8a16.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/rtmpose_body2d/releases/v0.51.0/rtmpose_body2d-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.51.0/rtmpose_body2d-qnn_dlc-w8a16.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/rtmpose_body2d/releases/v0.51.0/rtmpose_body2d-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[RTMPose-Body2d on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/rtmpose_body2d)**.
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@@ -77,28 +77,28 @@ See our repository for [RTMPose-Body2d on GitHub](https://github.com/qualcomm/ai
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  | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® QCM6690 | 87.349 ms | 47 - 56 MB | CPU
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  | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.861 ms | 0 - 58 MB | NPU
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  | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 82.65 ms | 48 - 56 MB | CPU
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- | RTMPose-Body2d | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.91 ms | 1 - 36 MB | NPU
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  | RTMPose-Body2d | QNN_DLC | float | Snapdragon® X2 Elite | 1.056 ms | 1 - 1 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | float | Snapdragon® X Elite | 1.843 ms | 1 - 1 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.284 ms | 1 - 56 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.518 ms | 1 - 33 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.746 ms | 1 - 2 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | float | Qualcomm® SA8775P | 2.386 ms | 0 - 33 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | float | Qualcomm® QCS9075 | 2.383 ms | 1 - 3 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.538 ms | 0 - 62 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | float | Qualcomm® SA7255P | 7.518 ms | 1 - 33 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | float | Qualcomm® SA8295P | 3.523 ms | 0 - 35 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.082 ms | 0 - 35 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.735 ms | 0 - 49 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.981 ms | 0 - 0 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.949 ms | 0 - 0 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.179 ms | 0 - 72 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.819 ms | 0 - 48 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.76 ms | 0 - 96 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.008 ms | 0 - 51 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.876 ms | 0 - 2 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.819 ms | 0 - 48 MB | NPU
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- | RTMPose-Body2d | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.891 ms | 0 - 53 MB | NPU
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  | RTMPose-Body2d | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.887 ms | 0 - 47 MB | NPU
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  | RTMPose-Body2d | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.26 ms | 0 - 75 MB | NPU
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  | RTMPose-Body2d | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.486 ms | 0 - 44 MB | NPU
 
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28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | 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/rtmpose_body2d/releases/v0.52.0/rtmpose_body2d-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.52.0/rtmpose_body2d-onnx-w8a16.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/rtmpose_body2d/releases/v0.52.0/rtmpose_body2d-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.52.0/rtmpose_body2d-qnn_dlc-w8a16.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/rtmpose_body2d/releases/v0.52.0/rtmpose_body2d-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[RTMPose-Body2d on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/rtmpose_body2d)**.
37
 
 
77
  | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® QCM6690 | 87.349 ms | 47 - 56 MB | CPU
78
  | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.861 ms | 0 - 58 MB | NPU
79
  | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 82.65 ms | 48 - 56 MB | CPU
80
+ | RTMPose-Body2d | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.911 ms | 1 - 36 MB | NPU
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  | RTMPose-Body2d | QNN_DLC | float | Snapdragon® X2 Elite | 1.056 ms | 1 - 1 MB | NPU
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+ | RTMPose-Body2d | QNN_DLC | float | Snapdragon® X Elite | 1.829 ms | 1 - 1 MB | NPU
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+ | RTMPose-Body2d | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.284 ms | 0 - 55 MB | NPU
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+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.547 ms | 1 - 31 MB | NPU
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+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.743 ms | 1 - 101 MB | NPU
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+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® SA8775P | 2.403 ms | 1 - 35 MB | NPU
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+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® QCS9075 | 2.378 ms | 1 - 3 MB | NPU
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+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.538 ms | 0 - 61 MB | NPU
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+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® SA7255P | 7.547 ms | 1 - 31 MB | NPU
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+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® SA8295P | 3.515 ms | 0 - 35 MB | NPU
91
+ | RTMPose-Body2d | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.08 ms | 0 - 35 MB | NPU
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+ | RTMPose-Body2d | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.738 ms | 0 - 50 MB | NPU
93
+ | RTMPose-Body2d | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.927 ms | 0 - 0 MB | NPU
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+ | RTMPose-Body2d | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.932 ms | 0 - 0 MB | NPU
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+ | RTMPose-Body2d | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.198 ms | 0 - 77 MB | NPU
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+ | RTMPose-Body2d | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.828 ms | 0 - 48 MB | NPU
97
+ | RTMPose-Body2d | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.754 ms | 0 - 22 MB | NPU
98
+ | RTMPose-Body2d | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.026 ms | 0 - 51 MB | NPU
99
+ | RTMPose-Body2d | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.874 ms | 0 - 2 MB | NPU
100
+ | RTMPose-Body2d | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.828 ms | 0 - 48 MB | NPU
101
+ | RTMPose-Body2d | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.886 ms | 0 - 53 MB | NPU
102
  | RTMPose-Body2d | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.887 ms | 0 - 47 MB | NPU
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  | RTMPose-Body2d | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.26 ms | 0 - 75 MB | NPU
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  | RTMPose-Body2d | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.486 ms | 0 - 44 MB | NPU
release_assets.json CHANGED
@@ -1,44 +1,44 @@
1
  {
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- "version": "0.51.0",
3
  "precisions": {
4
- "float": {
5
  "universal_assets": {
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- "tflite": {
7
- "tool_versions": {
8
- "qairt": "2.45.0.260326154327",
9
- "litert": "1.4.2"
10
- },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.51.0/rtmpose_body2d-tflite-float.zip"
12
- },
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  "qnn_dlc": {
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  "tool_versions": {
15
  "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/rtmpose_body2d/releases/v0.51.0/rtmpose_body2d-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/rtmpose_body2d/releases/v0.51.0/rtmpose_body2d-onnx-float.zip"
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  }
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  }
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  },
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- "w8a16": {
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  "universal_assets": {
 
 
 
 
 
 
 
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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/rtmpose_body2d/releases/v0.51.0/rtmpose_body2d-qnn_dlc-w8a16.zip"
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  },
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  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.51.0/rtmpose_body2d-onnx-w8a16.zip"
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  }
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  }
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  }
 
1
  {
2
+ "version": "0.52.0",
3
  "precisions": {
4
+ "w8a16": {
5
  "universal_assets": {
 
 
 
 
 
 
 
6
  "qnn_dlc": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.52.0/rtmpose_body2d-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
  "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.24.3"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.52.0/rtmpose_body2d-onnx-w8a16.zip"
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  }
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  }
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  },
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+ "float": {
22
  "universal_assets": {
23
+ "tflite": {
24
+ "tool_versions": {
25
+ "qairt": "2.45.0.260326154327",
26
+ "litert": "1.4.2"
27
+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.52.0/rtmpose_body2d-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/rtmpose_body2d/releases/v0.52.0/rtmpose_body2d-qnn_dlc-float.zip"
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  },
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  "onnx": {
37
  "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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  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.52.0/rtmpose_body2d-onnx-float.zip"
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  }
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  }
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  }