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Facial-Landmark-Detection

Keypoint Detection
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backbone
android
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@@ -1,6 +1,6 @@
1
  ---
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  library_name: pytorch
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- license: bsd-3-clause
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  tags:
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  - backbone
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  - android
@@ -26,43 +26,76 @@ More details on model performance across various devices, can be found
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  ### Model Details
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- - **Model Type:** Pose estimation
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  - **Model Stats:**
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  - Input resolution: 128x128
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  - Number of parameters: 5.424M
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- - Model size: 21.256MB
 
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- | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | Facial-Landmark-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.284 ms | 0 - 96 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.29 ms | 0 - 4 MB | FP16 | NPU | [Facial-Landmark-Detection.so](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.so) |
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- | Facial-Landmark-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.384 ms | 0 - 43 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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- | Facial-Landmark-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.217 ms | 0 - 33 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.22 ms | 0 - 19 MB | FP16 | NPU | [Facial-Landmark-Detection.so](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.so) |
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- | Facial-Landmark-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.306 ms | 0 - 22 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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- | Facial-Landmark-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.222 ms | 0 - 17 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.2 ms | 0 - 12 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.325 ms | 0 - 16 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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- | Facial-Landmark-Detection | SA7255P ADP | SA7255P | TFLITE | 6.313 ms | 0 - 13 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | SA7255P ADP | SA7255P | QNN | 6.257 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.287 ms | 0 - 95 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.28 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | SA8295P ADP | SA8295P | TFLITE | 0.664 ms | 0 - 18 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | SA8295P ADP | SA8295P | QNN | 0.657 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.281 ms | 0 - 95 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.273 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | SA8775P ADP | SA8775P | TFLITE | 0.592 ms | 0 - 13 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | SA8775P ADP | SA8775P | QNN | 0.561 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 6.313 ms | 0 - 13 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 6.257 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.285 ms | 0 - 93 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.28 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.592 ms | 0 - 13 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.561 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.448 ms | 0 - 33 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.455 ms | 0 - 19 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.334 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.359 ms | 10 - 10 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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@@ -124,12 +157,12 @@ python -m qai_hub_models.models.facemap_3dmm.export
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  Profiling Results
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  ------------------------------------------------------------
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  Facial-Landmark-Detection
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- Device : Samsung Galaxy S23 (13)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 0.3
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- Estimated peak memory usage (MB): [0, 96]
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- Total # Ops : 37
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- Compute Unit(s) : NPU (37 ops)
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  ```
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1
  ---
2
  library_name: pytorch
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+ license: other
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  tags:
5
  - backbone
6
  - android
 
26
 
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  ### Model Details
28
 
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+ - **Model Type:** Model_use_case.pose_estimation
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  - **Model Stats:**
31
  - Input resolution: 128x128
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  - Number of parameters: 5.424M
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+ - Model size (float): 21.256MB
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+ - Model size (w8a8): 5.314MB
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+ | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | Facial-Landmark-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.157 ms | 0 - 12 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 1.146 ms | 0 - 9 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.478 ms | 0 - 32 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.543 ms | 0 - 21 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.287 ms | 0 - 94 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.281 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.518 ms | 0 - 16 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.497 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.157 ms | 0 - 12 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 1.146 ms | 0 - 9 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.28 ms | 0 - 96 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.282 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.66 ms | 0 - 18 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.624 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.287 ms | 0 - 97 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.284 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.518 ms | 0 - 16 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.497 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.279 ms | 0 - 95 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.277 ms | 0 - 27 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.391 ms | 0 - 45 MB | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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+ | Facial-Landmark-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.223 ms | 0 - 34 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.217 ms | 0 - 19 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.305 ms | 0 - 21 MB | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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+ | Facial-Landmark-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.21 ms | 0 - 15 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.195 ms | 0 - 16 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.286 ms | 0 - 18 MB | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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+ | Facial-Landmark-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.322 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.36 ms | 12 - 12 MB | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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+ | Facial-Landmark-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.463 ms | 0 - 11 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.tflite) |
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+ | Facial-Landmark-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.444 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.278 ms | 0 - 28 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.tflite) |
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+ | Facial-Landmark-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.303 ms | 0 - 27 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.179 ms | 0 - 37 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.tflite) |
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+ | Facial-Landmark-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.161 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.345 ms | 0 - 14 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.tflite) |
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+ | Facial-Landmark-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.321 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.528 ms | 0 - 24 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.tflite) |
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+ | Facial-Landmark-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 0.583 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 1.605 ms | 0 - 2 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.tflite) |
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+ | Facial-Landmark-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.463 ms | 0 - 11 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.tflite) |
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+ | Facial-Landmark-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.444 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.167 ms | 0 - 36 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.tflite) |
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+ | Facial-Landmark-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.17 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.465 ms | 0 - 16 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.tflite) |
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+ | Facial-Landmark-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.439 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.175 ms | 0 - 37 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.tflite) |
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+ | Facial-Landmark-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.177 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.345 ms | 0 - 14 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.tflite) |
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+ | Facial-Landmark-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.321 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.164 ms | 0 - 37 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.tflite) |
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+ | Facial-Landmark-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.17 ms | 0 - 36 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.435 ms | 0 - 16 MB | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.onnx) |
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+ | Facial-Landmark-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.142 ms | 0 - 31 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.tflite) |
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+ | Facial-Landmark-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.128 ms | 0 - 30 MB | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.349 ms | 0 - 33 MB | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.onnx) |
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+ | Facial-Landmark-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.152 ms | 0 - 21 MB | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.tflite) |
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+ | Facial-Landmark-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.134 ms | 0 - 15 MB | NPU | Use Export Script |
96
+ | Facial-Landmark-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.385 ms | 0 - 21 MB | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.onnx) |
97
+ | Facial-Landmark-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.215 ms | 1 - 1 MB | NPU | Use Export Script |
98
+ | Facial-Landmark-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.458 ms | 4 - 4 MB | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection_w8a8.onnx) |
99
 
100
 
101
 
 
157
  Profiling Results
158
  ------------------------------------------------------------
159
  Facial-Landmark-Detection
160
+ Device : cs_8275 (ANDROID 14)
161
+ Runtime : TFLITE
162
+ Estimated inference time (ms) : 1.2
163
+ Estimated peak memory usage (MB): [0, 12]
164
+ Total # Ops : 37
165
+ Compute Unit(s) : npu (37 ops) gpu (0 ops) cpu (0 ops)
166
  ```
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