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CavaFace

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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +42 -41
  2. release_assets.json +6 -6
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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cavaface/releases/v0.55.0/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/v0.55.0/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/v0.55.0/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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@@ -60,44 +60,45 @@ 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 | 2.264 ms | 0 - 89 MB | NPU
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- | CavaFace | ONNX | float | Snapdragon® X2 Elite | 2.339 ms | 212 - 212 MB | NPU
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- | CavaFace | ONNX | float | Snapdragon® X Elite | 4.303 ms | 149 - 149 MB | NPU
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- | CavaFace | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.199 ms | 0 - 112 MB | NPU
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- | CavaFace | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.324 ms | 0 - 178 MB | NPU
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- | CavaFace | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.658 ms | 0 - 89 MB | NPU
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- | CavaFace | ONNX | float | Qualcomm® QCS9075 | 6.787 ms | 0 - 45 MB | NPU
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- | CavaFace | ONNX | float | Qualcomm® QCS8750 | 2.658 ms | 0 - 89 MB | NPU
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- | CavaFace | ONNX | float | Qualcomm® QCS7181 | 4.303 ms | 149 - 149 MB | NPU
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- | CavaFace | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.235 ms | 0 - 82 MB | NPU
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- | CavaFace | QNN_DLC | float | Snapdragon® X2 Elite | 2.585 ms | 0 - 0 MB | NPU
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- | CavaFace | QNN_DLC | float | Snapdragon® X Elite | 4.451 ms | 0 - 0 MB | NPU
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- | CavaFace | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.185 ms | 0 - 131 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® QCS8275 | 24.694 ms | 0 - 80 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.311 ms | 0 - 2 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® SA8775P | 6.919 ms | 0 - 81 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® SA8650P | 6.919 ms | 0 - 81 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® SA8255P | 6.919 ms | 0 - 81 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.583 ms | 0 - 220 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® SA7255P | 24.694 ms | 0 - 80 MB | NPU
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- | CavaFace | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.627 ms | 0 - 85 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® QCS9075 | 6.731 ms | 0 - 2 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® SA8295P | 8.01 ms | 0 - 199 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® QCS8750 | 2.627 ms | 0 - 85 MB | NPU
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- | CavaFace | QNN_DLC | float | Qualcomm® QCS7181 | 4.451 ms | 0 - 0 MB | NPU
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- | CavaFace | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.225 ms | 0 - 96 MB | NPU
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- | CavaFace | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.15 ms | 0 - 247 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® QCS8275 | 24.528 ms | 0 - 95 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.18 ms | 0 - 2 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® SA8775P | 6.879 ms | 0 - 95 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® SA8650P | 6.879 ms | 0 - 95 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® SA8255P | 6.879 ms | 0 - 95 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 9.438 ms | 0 - 331 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® SA7255P | 24.528 ms | 0 - 95 MB | NPU
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- | CavaFace | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.572 ms | 0 - 97 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® QCS9075 | 6.637 ms | 0 - 128 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® SA8295P | 7.995 ms | 0 - 210 MB | NPU
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- | CavaFace | TFLITE | float | Qualcomm® QCS8750 | 2.572 ms | 0 - 97 MB | NPU
 
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  ## License
103
  * 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 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cavaface/releases/v0.56.0/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/v0.56.0/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/v0.56.0/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)**.
37
 
 
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
+ | CavaFace | ONNX | float | Snapdragon® X2 Elite | 2.336 ms | 212 - 212 MB | NPU
64
+ | CavaFace | ONNX | float | Snapdragon® X Elite | 4.312 ms | 149 - 149 MB | NPU
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+ | CavaFace | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.207 ms | 0 - 125 MB | NPU
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+ | CavaFace | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 9.514 ms | 0 - 219 MB | NPU
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+ | CavaFace | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.339 ms | 0 - 132 MB | NPU
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+ | CavaFace | ONNX | float | Qualcomm® QCS8450 | 9.514 ms | 0 - 219 MB | NPU
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+ | CavaFace | ONNX | float | Snapdragon® 8 Elite Mobile | 2.628 ms | 0 - 88 MB | NPU
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+ | CavaFace | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.252 ms | 0 - 86 MB | NPU
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+ | CavaFace | ONNX | float | Qualcomm® QCS9075 | 6.751 ms | 0 - 45 MB | NPU
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+ | CavaFace | ONNX | float | Qualcomm® QCS8750 | 2.628 ms | 0 - 88 MB | NPU
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+ | CavaFace | ONNX | float | Qualcomm® QCS7181 | 4.312 ms | 149 - 149 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® X2 Elite | 2.551 ms | 0 - 0 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® X Elite | 4.493 ms | 0 - 0 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.191 ms | 0 - 129 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 9.589 ms | 0 - 221 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® QCS8275 | 24.707 ms | 0 - 81 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.293 ms | 0 - 269 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® QCS8450 | 9.589 ms | 0 - 221 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.61 ms | 0 - 83 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® SA8295P | 8.006 ms | 0 - 198 MB | NPU
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+ | CavaFace | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.244 ms | 0 - 83 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® SA7255P | 24.707 ms | 0 - 81 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® QCS9075 | 6.733 ms | 0 - 2 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® QCS8750 | 2.61 ms | 0 - 83 MB | NPU
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+ | CavaFace | QNN_DLC | float | Qualcomm® QCS7181 | 4.493 ms | 0 - 0 MB | NPU
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+ | CavaFace | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.144 ms | 0 - 245 MB | NPU
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+ | CavaFace | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 9.461 ms | 0 - 333 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® QCS8275 | 24.543 ms | 0 - 95 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.179 ms | 0 - 2 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® SA8775P | 68.557 ms | 0 - 23 MB | GPU
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+ | CavaFace | TFLITE | float | Qualcomm® SA8650P | 68.557 ms | 0 - 23 MB | GPU
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+ | CavaFace | TFLITE | float | Qualcomm® SA8255P | 68.557 ms | 0 - 23 MB | GPU
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+ | CavaFace | TFLITE | float | Qualcomm® QCS8450 | 9.461 ms | 0 - 333 MB | NPU
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+ | CavaFace | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.583 ms | 0 - 96 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® SA8295P | 7.95 ms | 0 - 210 MB | NPU
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+ | CavaFace | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.224 ms | 0 - 98 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® SA7255P | 24.543 ms | 0 - 95 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® QCS9075 | 6.638 ms | 0 - 128 MB | NPU
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+ | CavaFace | TFLITE | float | Qualcomm® QCS8750 | 2.583 ms | 0 - 96 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": "0.55.0",
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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/v0.55.0/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/v0.55.0/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": "1.25.0"
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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/v0.55.0/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": "0.56.0",
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  "precisions": {
4
  "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.4"
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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/v0.56.0/cavaface-tflite-float.zip"
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  },
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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/cavaface/releases/v0.56.0/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": "2.45.0.260326154327",
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  "onnx_runtime": "1.25.0"
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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/v0.56.0/cavaface-onnx-float.zip"
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  }
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  }
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  }