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Facial-Attribute-Detection

Object Detection
PyTorch
real_time
bu_iot
android
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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 (3) hide show
  1. LICENSE +1 -1
  2. README.md +32 -32
  3. release_assets.json +7 -7
LICENSE CHANGED
@@ -1 +1 @@
1
- The license of the original trained model can be found at https://github.com/quic/ai-hub-models/blob/main/LICENSE.
 
1
+ The license of the original trained model can be found at https://github.com/qualcomm/ai-hub-models/blob/main/LICENSE.
README.md CHANGED
@@ -28,12 +28,12 @@ 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/face_attrib_net/releases/v0.51.0/face_attrib_net-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/face_attrib_net/releases/v0.51.0/face_attrib_net-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/face_attrib_net/releases/v0.51.0/face_attrib_net-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_attrib_net/releases/v0.51.0/face_attrib_net-qnn_dlc-w8a8.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/face_attrib_net/releases/v0.51.0/face_attrib_net-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/face_attrib_net/releases/v0.51.0/face_attrib_net-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Facial-Attribute-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/face_attrib_net)**.
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@@ -80,32 +80,32 @@ See our repository for [Facial-Attribute-Detection on GitHub](https://github.com
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  | Facial-Attribute-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 16.935 ms | 18 - 26 MB | CPU
81
  | Facial-Attribute-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.249 ms | 0 - 61 MB | NPU
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  | Facial-Attribute-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.602 ms | 20 - 29 MB | CPU
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- | Facial-Attribute-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.422 ms | 0 - 56 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.549 ms | 0 - 0 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | float | Snapdragon® X Elite | 0.991 ms | 0 - 0 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.636 ms | 0 - 80 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.245 ms | 0 - 51 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.867 ms | 0 - 2 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | float | Qualcomm® SA8775P | 1.363 ms | 0 - 54 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 1.23 ms | 0 - 2 MB | NPU
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  | Facial-Attribute-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.353 ms | 0 - 76 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | float | Qualcomm® SA7255P | 4.245 ms | 0 - 51 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | float | Qualcomm® SA8295P | 1.56 ms | 0 - 48 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.516 ms | 0 - 57 MB | NPU
95
- | Facial-Attribute-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.201 ms | 0 - 51 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.28 ms | 0 - 0 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.498 ms | 0 - 0 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.28 ms | 0 - 63 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.304 ms | 0 - 2 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.073 ms | 0 - 48 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.38 ms | 0 - 10 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.563 ms | 0 - 50 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.475 ms | 0 - 2 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 2.876 ms | 0 - 50 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.609 ms | 0 - 65 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.073 ms | 0 - 48 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.817 ms | 0 - 47 MB | NPU
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- | Facial-Attribute-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.237 ms | 0 - 47 MB | NPU
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  | Facial-Attribute-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.489 ms | 0 - 47 MB | NPU
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  | Facial-Attribute-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.416 ms | 0 - 72 MB | NPU
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  | Facial-Attribute-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.621 ms | 0 - 95 MB | NPU
@@ -133,7 +133,7 @@ See our repository for [Facial-Attribute-Detection on GitHub](https://github.com
133
 
134
  ## License
135
  * The license for the original implementation of Facial-Attribute-Detection can be found
136
- [here](https://github.com/quic/ai-hub-models/blob/main/LICENSE).
137
 
138
 
139
 
 
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/face_attrib_net/releases/v0.52.0/face_attrib_net-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/face_attrib_net/releases/v0.52.0/face_attrib_net-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/face_attrib_net/releases/v0.52.0/face_attrib_net-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_attrib_net/releases/v0.52.0/face_attrib_net-qnn_dlc-w8a8.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/face_attrib_net/releases/v0.52.0/face_attrib_net-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/face_attrib_net/releases/v0.52.0/face_attrib_net-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[Facial-Attribute-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/face_attrib_net)**.
39
 
 
80
  | Facial-Attribute-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 16.935 ms | 18 - 26 MB | CPU
81
  | Facial-Attribute-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.249 ms | 0 - 61 MB | NPU
82
  | Facial-Attribute-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.602 ms | 20 - 29 MB | CPU
83
+ | Facial-Attribute-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.418 ms | 0 - 56 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.553 ms | 0 - 0 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | float | Snapdragon® X Elite | 0.977 ms | 0 - 0 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.646 ms | 0 - 81 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.253 ms | 0 - 51 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.869 ms | 0 - 94 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | float | Qualcomm® SA8775P | 1.362 ms | 0 - 55 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 1.218 ms | 0 - 2 MB | NPU
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  | Facial-Attribute-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.353 ms | 0 - 76 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | float | Qualcomm® SA7255P | 4.253 ms | 0 - 51 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | float | Qualcomm® SA8295P | 1.567 ms | 0 - 48 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.514 ms | 0 - 57 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.204 ms | 0 - 51 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.281 ms | 0 - 0 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.497 ms | 0 - 0 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.28 ms | 0 - 62 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.194 ms | 2 - 4 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.042 ms | 0 - 48 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.376 ms | 0 - 33 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.572 ms | 0 - 50 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.474 ms | 0 - 2 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 2.899 ms | 0 - 50 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.62 ms | 0 - 65 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.042 ms | 0 - 48 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.83 ms | 0 - 47 MB | NPU
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+ | Facial-Attribute-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.243 ms | 0 - 51 MB | NPU
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  | Facial-Attribute-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.489 ms | 0 - 47 MB | NPU
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  | Facial-Attribute-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.416 ms | 0 - 72 MB | NPU
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  | Facial-Attribute-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.621 ms | 0 - 95 MB | NPU
 
133
 
134
  ## License
135
  * The license for the original implementation of Facial-Attribute-Detection can be found
136
+ [here](https://github.com/qualcomm/ai-hub-models/blob/main/LICENSE).
137
 
138
 
139
 
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
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- "version": "0.51.0",
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  "precisions": {
4
  "w8a8": {
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  "universal_assets": {
@@ -8,20 +8,20 @@
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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/face_attrib_net/releases/v0.51.0/face_attrib_net-tflite-w8a8.zip"
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  },
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  "qnn_dlc": {
14
  "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/face_attrib_net/releases/v0.51.0/face_attrib_net-qnn_dlc-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"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_attrib_net/releases/v0.51.0/face_attrib_net-onnx-w8a8.zip"
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  }
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  }
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  },
@@ -32,20 +32,20 @@
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  "qairt": "2.45.0.260326154327",
33
  "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/face_attrib_net/releases/v0.51.0/face_attrib_net-tflite-float.zip"
36
  },
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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/face_attrib_net/releases/v0.51.0/face_attrib_net-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
45
  "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/face_attrib_net/releases/v0.51.0/face_attrib_net-onnx-float.zip"
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  }
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  }
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  }
 
1
  {
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+ "version": "0.52.0",
3
  "precisions": {
4
  "w8a8": {
5
  "universal_assets": {
 
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/face_attrib_net/releases/v0.52.0/face_attrib_net-tflite-w8a8.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_attrib_net/releases/v0.52.0/face_attrib_net-qnn_dlc-w8a8.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/face_attrib_net/releases/v0.52.0/face_attrib_net-onnx-w8a8.zip"
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  }
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  }
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  },
 
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.2"
34
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_attrib_net/releases/v0.52.0/face_attrib_net-tflite-float.zip"
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  },
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  "qnn_dlc": {
38
  "tool_versions": {
39
  "qairt": "2.45.0.260326154327"
40
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_attrib_net/releases/v0.52.0/face_attrib_net-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
45
  "qairt": "2.42.0.251225135753_193295",
46
  "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/face_attrib_net/releases/v0.52.0/face_attrib_net-onnx-float.zip"
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  }
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  }
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  }