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CavaFace

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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 -32
  2. release_assets.json +5 -5
README.md CHANGED
@@ -29,9 +29,9 @@ 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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- | 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/cavaface/releases/v0.52.0/cavaface-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/cavaface/releases/v0.52.0/cavaface-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/cavaface/releases/v0.52.0/cavaface-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[CavaFace on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/cavaface)**.
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@@ -60,35 +60,44 @@ See our repository for [CavaFace on GitHub](https://github.com/qualcomm/ai-hub-m
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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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- | CavaFace | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.261 ms | 0 - 92 MB | NPU
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- | CavaFace | ONNX | float | Snapdragon® X2 Elite | 2.346 ms | 126 - 126 MB | NPU
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- | CavaFace | ONNX | float | Snapdragon® X Elite | 4.509 ms | 126 - 126 MB | NPU
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- | CavaFace | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.205 ms | 0 - 112 MB | NPU
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- | CavaFace | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.405 ms | 0 - 132 MB | NPU
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- | CavaFace | ONNX | float | Qualcomm® QCS9075 | 6.782 ms | 0 - 3 MB | NPU
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- | CavaFace | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.653 ms | 0 - 82 MB | NPU
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- | CavaFace | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.231 ms | 0 - 83 MB | NPU
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- | CavaFace | QNN_DLC | float | Snapdragon® X2 Elite | 2.627 ms | 0 - 0 MB | NPU
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- | CavaFace | QNN_DLC | float | Snapdragon® X Elite | 4.455 ms | 0 - 0 MB | NPU
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- | CavaFace | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.193 ms | 0 - 130 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 24.711 ms | 0 - 80 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.267 ms | 0 - 291 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® SA8775P | 6.923 ms | 0 - 80 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® QCS9075 | 6.738 ms | 2 - 4 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.576 ms | 0 - 219 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® SA7255P | 24.711 ms | 0 - 80 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® SA8295P | 8.007 ms | 0 - 198 MB | NPU
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- | CavaFace | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.616 ms | 0 - 82 MB | NPU
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- | CavaFace | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.222 ms | 0 - 96 MB | NPU
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- | CavaFace | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.13 ms | 0 - 244 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 24.538 ms | 0 - 95 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.212 ms | 0 - 2 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® SA8775P | 6.873 ms | 0 - 95 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® QCS9075 | 6.634 ms | 0 - 128 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 9.442 ms | 0 - 332 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® SA7255P | 24.538 ms | 0 - 95 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® SA8295P | 7.967 ms | 0 - 210 MB | NPU
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- | CavaFace | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.577 ms | 0 - 98 MB | NPU
 
 
 
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of CavaFace 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/cavaface/releases/v0.53.0/cavaface-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/cavaface/releases/v0.53.0/cavaface-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/cavaface/releases/v0.53.0/cavaface-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[CavaFace on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/cavaface)**.
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  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
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+ | CavaFace | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.259 ms | 0 - 92 MB | NPU
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+ | CavaFace | ONNX | float | Snapdragon® 8 Elite Mobile | 2.641 ms | 0 - 79 MB | NPU
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+ | CavaFace | ONNX | float | Snapdragon® X2 Elite | 2.373 ms | 126 - 126 MB | NPU
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+ | CavaFace | ONNX | float | Snapdragon® X Elite | 4.498 ms | 126 - 126 MB | NPU
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+ | CavaFace | ONNX | float | Snapdragon® X Elite | 4.498 ms | 126 - 126 MB | NPU
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+ | CavaFace | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.201 ms | 0 - 108 MB | NPU
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+ | CavaFace | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.328 ms | 0 - 132 MB | NPU
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+ | CavaFace | ONNX | float | Qualcomm® QCS9075 | 6.786 ms | 0 - 3 MB | NPU
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+ | CavaFace | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.641 ms | 0 - 79 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.235 ms | 0 - 83 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.598 ms | 0 - 82 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® X2 Elite | 2.58 ms | 0 - 0 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® X Elite | 4.461 ms | 0 - 0 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® X Elite | 4.461 ms | 0 - 0 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.197 ms | 0 - 129 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 24.697 ms | 0 - 81 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.319 ms | 0 - 2 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® SA8775P | 6.915 ms | 0 - 80 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® SA8775P | 6.915 ms | 0 - 80 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® SA8775P | 6.915 ms | 0 - 80 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® QCS9075 | 6.732 ms | 0 - 2 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.621 ms | 0 - 219 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® SA7255P | 24.697 ms | 0 - 81 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® SA8295P | 8.03 ms | 0 - 198 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.598 ms | 0 - 82 MB | NPU
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+ | CavaFace | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.215 ms | 0 - 96 MB | NPU
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+ | CavaFace | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.575 ms | 0 - 100 MB | NPU
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+ | CavaFace | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.125 ms | 0 - 243 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 24.522 ms | 0 - 95 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.17 ms | 0 - 2 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® SA8775P | 6.852 ms | 0 - 95 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® SA8775P | 6.852 ms | 0 - 95 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® SA8775P | 6.852 ms | 0 - 95 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® QCS9075 | 6.636 ms | 0 - 128 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 9.428 ms | 0 - 333 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® SA7255P | 24.522 ms | 0 - 95 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® SA8295P | 7.974 ms | 0 - 211 MB | NPU
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+ | CavaFace | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.575 ms | 0 - 100 MB | NPU
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  ## License
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  * The license for the original implementation of CavaFace can be found
release_assets.json CHANGED
@@ -1,27 +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/cavaface/releases/v0.52.0/cavaface-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/cavaface/releases/v0.52.0/cavaface-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/cavaface/releases/v0.52.0/cavaface-onnx-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/cavaface/releases/v0.53.0/cavaface-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/cavaface/releases/v0.53.0/cavaface-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/cavaface/releases/v0.53.0/cavaface-onnx-float.zip"
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  }
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  }
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  }