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CavaFace

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v0.51.0

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

Files changed (2) hide show
  1. README.md +32 -32
  2. release_assets.json +29 -1
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/v0.50.2/cavaface-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/cavaface/releases/v0.50.2/cavaface-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/cavaface/releases/v0.50.2/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 +60,35 @@ 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 | 2.267 ms | 0 - 92 MB | NPU
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- | CavaFace | ONNX | float | Snapdragon® X2 Elite | 2.354 ms | 126 - 126 MB | NPU
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- | CavaFace | ONNX | float | Snapdragon® X Elite | 4.499 ms | 126 - 126 MB | NPU
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- | CavaFace | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.194 ms | 0 - 111 MB | NPU
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- | CavaFace | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.343 ms | 0 - 131 MB | NPU
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- | CavaFace | ONNX | float | Qualcomm® QCS9075 | 6.788 ms | 0 - 3 MB | NPU
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- | CavaFace | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.67 ms | 0 - 91 MB | NPU
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- | CavaFace | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.246 ms | 0 - 84 MB | NPU
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- | CavaFace | QNN_DLC | float | Snapdragon® X2 Elite | 2.591 ms | 0 - 0 MB | NPU
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- | CavaFace | QNN_DLC | float | Snapdragon® X Elite | 4.462 ms | 0 - 0 MB | NPU
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- | CavaFace | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.191 ms | 0 - 103 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 24.698 ms | 0 - 81 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.308 ms | 0 - 244 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® SA8775P | 6.933 ms | 0 - 81 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® QCS9075 | 6.771 ms | 0 - 2 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8.856 ms | 0 - 110 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® SA7255P | 24.698 ms | 0 - 81 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® SA8295P | 7.964 ms | 0 - 85 MB | NPU
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- | CavaFace | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.615 ms | 0 - 82 MB | NPU
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- | CavaFace | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.223 ms | 0 - 101 MB | NPU
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- | CavaFace | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.152 ms | 0 - 214 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 24.566 ms | 0 - 98 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.241 ms | 0 - 3 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® SA8775P | 6.916 ms | 0 - 98 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® QCS9075 | 6.704 ms | 0 - 128 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.796 ms | 0 - 218 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® SA7255P | 24.566 ms | 0 - 98 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® SA8295P | 7.939 ms | 0 - 100 MB | NPU
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- | CavaFace | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.603 ms | 0 - 102 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 |
31
  |---|---|---|---|---|
32
+ | 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/v0.51.0/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/v0.51.0/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/v0.51.0/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
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
+ | 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 | 2.614 ms | 0 - 0 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® X Elite | 4.443 ms | 0 - 0 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.189 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) | 4.306 ms | 0 - 2 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® SA8775P | 6.924 ms | 0 - 80 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® QCS9075 | 6.742 ms | 0 - 2 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.58 ms | 0 - 217 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 | 8.002 ms | 0 - 199 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.621 ms | 0 - 84 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
release_assets.json CHANGED
@@ -1 +1,29 @@
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- {"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/cavaface/releases/v0.50.2/cavaface-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/cavaface/releases/v0.50.2/cavaface-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/cavaface/releases/v0.50.2/cavaface-tflite-float.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "version": "0.51.0",
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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/v0.51.0/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/v0.51.0/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/v0.51.0/cavaface-onnx-float.zip"
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+ }
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+ }
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+ }
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+ }
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+ }