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Lightweight-Face-Detection

Object Detection
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v0.42.0

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See https://github.com/quic/ai-hub-models/releases/v0.42.0 for changelog.

Files changed (9) hide show
  1. Lightweight-Face-Detection_float.dlc +2 -2
  2. Lightweight-Face-Detection_float.onnx.zip +2 -2
  3. Lightweight-Face-Detection_float.tflite +1 -1
  4. Lightweight-Face-Detection_w8a16.dlc +2 -2
  5. Lightweight-Face-Detection_w8a16.onnx.zip +2 -2
  6. Lightweight-Face-Detection_w8a8.dlc +2 -2
  7. Lightweight-Face-Detection_w8a8.onnx.zip +2 -2
  8. Lightweight-Face-Detection_w8a8.tflite +1 -1
  9. README.md +95 -88
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README.md CHANGED
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
- | Lightweight-Face-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.599 ms | 0 - 19 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
40
- | Lightweight-Face-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.59 ms | 1 - 19 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
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- | Lightweight-Face-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.477 ms | 0 - 33 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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- | Lightweight-Face-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.176 ms | 1 - 34 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
43
- | Lightweight-Face-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.052 ms | 0 - 9 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
44
- | Lightweight-Face-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.512 ms | 1 - 7 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
45
- | Lightweight-Face-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.693 ms | 0 - 10 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx.zip) |
46
- | Lightweight-Face-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 16.893 ms | 0 - 19 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
47
- | Lightweight-Face-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.191 ms | 0 - 18 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
48
- | Lightweight-Face-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.599 ms | 0 - 19 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
49
- | Lightweight-Face-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.59 ms | 1 - 19 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
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- | Lightweight-Face-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.056 ms | 0 - 11 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
51
- | Lightweight-Face-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.506 ms | 1 - 10 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
52
- | Lightweight-Face-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.287 ms | 0 - 24 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
53
- | Lightweight-Face-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.691 ms | 1 - 26 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
54
- | Lightweight-Face-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.053 ms | 0 - 9 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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- | Lightweight-Face-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.514 ms | 1 - 8 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
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- | Lightweight-Face-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 16.893 ms | 0 - 19 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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- | Lightweight-Face-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.191 ms | 0 - 18 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
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- | Lightweight-Face-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.844 ms | 0 - 31 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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- | Lightweight-Face-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.563 ms | 1 - 30 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
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- | Lightweight-Face-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.336 ms | 0 - 32 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx.zip) |
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- | Lightweight-Face-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.546 ms | 0 - 22 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
62
- | Lightweight-Face-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.198 ms | 1 - 23 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
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- | Lightweight-Face-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.204 ms | 0 - 29 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx.zip) |
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- | Lightweight-Face-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.483 ms | 0 - 22 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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- | Lightweight-Face-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.104 ms | 1 - 29 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
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- | Lightweight-Face-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.26 ms | 1 - 27 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx.zip) |
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- | Lightweight-Face-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.775 ms | 4 - 4 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
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- | Lightweight-Face-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.454 ms | 1 - 1 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx.zip) |
69
- | Lightweight-Face-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.937 ms | 1 - 20 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
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- | Lightweight-Face-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.437 ms | 1 - 31 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
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- | Lightweight-Face-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.674 ms | 1 - 7 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
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- | Lightweight-Face-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.962 ms | 0 - 7 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx.zip) |
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- | Lightweight-Face-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.939 ms | 1 - 21 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
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- | Lightweight-Face-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 40.958 ms | 26 - 38 MB | CPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx.zip) |
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- | Lightweight-Face-Detection | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 35.835 ms | 26 - 29 MB | CPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx.zip) |
76
- | Lightweight-Face-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.937 ms | 1 - 20 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
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- | Lightweight-Face-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.666 ms | 0 - 7 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
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- | Lightweight-Face-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.224 ms | 1 - 26 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
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- | Lightweight-Face-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.669 ms | 1 - 6 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
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- | Lightweight-Face-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.939 ms | 1 - 21 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
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- | Lightweight-Face-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.93 ms | 0 - 34 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
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- | Lightweight-Face-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.13 ms | 0 - 31 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx.zip) |
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- | Lightweight-Face-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.796 ms | 1 - 27 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
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- | Lightweight-Face-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.95 ms | 0 - 23 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx.zip) |
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- | Lightweight-Face-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.715 ms | 1 - 24 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
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- | Lightweight-Face-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.929 ms | 1 - 28 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx.zip) |
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- | Lightweight-Face-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.875 ms | 0 - 0 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
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- | Lightweight-Face-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.963 ms | 1 - 1 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx.zip) |
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- | Lightweight-Face-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.172 ms | 0 - 18 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
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- | Lightweight-Face-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.091 ms | 0 - 19 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
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- | Lightweight-Face-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.507 ms | 0 - 29 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
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- | Lightweight-Face-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.498 ms | 0 - 29 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
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- | Lightweight-Face-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.44 ms | 0 - 8 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
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- | Lightweight-Face-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.414 ms | 0 - 8 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
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- | Lightweight-Face-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.654 ms | 0 - 8 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.onnx.zip) |
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- | Lightweight-Face-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.66 ms | 0 - 19 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
97
- | Lightweight-Face-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.617 ms | 0 - 18 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
98
- | Lightweight-Face-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 16.77 ms | 2 - 29 MB | GPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
99
- | Lightweight-Face-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 12.508 ms | 11 - 23 MB | CPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.onnx.zip) |
100
- | Lightweight-Face-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 9.299 ms | 0 - 3 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
101
- | Lightweight-Face-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 10.12 ms | 11 - 15 MB | CPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.onnx.zip) |
102
- | Lightweight-Face-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.172 ms | 0 - 18 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
103
- | Lightweight-Face-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.091 ms | 0 - 19 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
104
- | Lightweight-Face-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.441 ms | 0 - 12 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
105
- | Lightweight-Face-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.412 ms | 0 - 8 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
106
- | Lightweight-Face-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.879 ms | 0 - 24 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
107
- | Lightweight-Face-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.816 ms | 0 - 24 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
108
- | Lightweight-Face-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.443 ms | 0 - 8 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
109
- | Lightweight-Face-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.407 ms | 0 - 8 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
110
- | Lightweight-Face-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.66 ms | 0 - 19 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
111
- | Lightweight-Face-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.617 ms | 0 - 18 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
112
- | Lightweight-Face-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.307 ms | 0 - 26 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
113
- | Lightweight-Face-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.281 ms | 0 - 24 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
114
- | Lightweight-Face-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.436 ms | 0 - 30 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.onnx.zip) |
115
- | Lightweight-Face-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.247 ms | 0 - 22 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
116
- | Lightweight-Face-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.226 ms | 0 - 22 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
117
- | Lightweight-Face-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.363 ms | 0 - 24 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.onnx.zip) |
118
- | Lightweight-Face-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.226 ms | 0 - 20 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
119
- | Lightweight-Face-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.195 ms | 0 - 22 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
120
- | Lightweight-Face-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.332 ms | 0 - 24 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.onnx.zip) |
121
- | Lightweight-Face-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.519 ms | 0 - 0 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
122
- | Lightweight-Face-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.595 ms | 0 - 0 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.onnx.zip) |
 
 
 
 
 
 
 
123
 
124
 
125
 
@@ -134,9 +141,9 @@ pip install "qai-hub-models[face-det-lite]"
134
  ```
135
 
136
 
137
- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
138
 
139
- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
140
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
141
 
142
  With this API token, you can configure your client to run models on the cloud
@@ -144,7 +151,7 @@ hosted devices.
144
  ```bash
145
  qai-hub configure --api_token API_TOKEN
146
  ```
147
- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
148
 
149
 
150
 
@@ -255,7 +262,7 @@ With the output of the model, you can compute like PSNR, relative errors or
255
  spot check the output with expected output.
256
 
257
  **Note**: This on-device profiling and inference requires access to Qualcomm®
258
- AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
259
 
260
 
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36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | Lightweight-Face-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.533 ms | 0 - 20 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
40
+ | Lightweight-Face-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.624 ms | 1 - 20 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
41
+ | Lightweight-Face-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.484 ms | 0 - 28 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
42
+ | Lightweight-Face-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.111 ms | 1 - 33 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
43
+ | Lightweight-Face-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.065 ms | 0 - 9 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
44
+ | Lightweight-Face-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.523 ms | 1 - 8 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
45
+ | Lightweight-Face-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.696 ms | 1 - 8 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx.zip) |
46
+ | Lightweight-Face-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 16.945 ms | 0 - 20 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
47
+ | Lightweight-Face-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.211 ms | 1 - 20 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
48
+ | Lightweight-Face-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.533 ms | 0 - 20 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
49
+ | Lightweight-Face-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.624 ms | 1 - 20 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
50
+ | Lightweight-Face-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.066 ms | 0 - 10 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
51
+ | Lightweight-Face-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.526 ms | 1 - 8 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
52
+ | Lightweight-Face-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.277 ms | 0 - 26 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
53
+ | Lightweight-Face-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.599 ms | 1 - 27 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
54
+ | Lightweight-Face-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.066 ms | 0 - 4 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
55
+ | Lightweight-Face-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.527 ms | 1 - 8 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
56
+ | Lightweight-Face-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 16.945 ms | 0 - 20 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
57
+ | Lightweight-Face-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.211 ms | 1 - 20 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
58
+ | Lightweight-Face-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.851 ms | 0 - 36 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
59
+ | Lightweight-Face-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.569 ms | 1 - 29 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
60
+ | Lightweight-Face-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.344 ms | 0 - 33 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx.zip) |
61
+ | Lightweight-Face-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.548 ms | 0 - 29 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
62
+ | Lightweight-Face-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.194 ms | 1 - 30 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
63
+ | Lightweight-Face-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.203 ms | 0 - 28 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx.zip) |
64
+ | Lightweight-Face-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.488 ms | 0 - 23 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
65
+ | Lightweight-Face-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.108 ms | 1 - 26 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
66
+ | Lightweight-Face-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.238 ms | 1 - 28 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx.zip) |
67
+ | Lightweight-Face-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.815 ms | 3 - 3 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.dlc) |
68
+ | Lightweight-Face-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.453 ms | 1 - 1 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx.zip) |
69
+ | Lightweight-Face-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.063 ms | 1 - 22 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
70
+ | Lightweight-Face-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.402 ms | 1 - 29 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
71
+ | Lightweight-Face-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.699 ms | 1 - 7 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
72
+ | Lightweight-Face-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.962 ms | 0 - 9 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx.zip) |
73
+ | Lightweight-Face-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.012 ms | 1 - 22 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
74
+ | Lightweight-Face-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 12.849 ms | 1 - 26 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
75
+ | Lightweight-Face-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 40.657 ms | 26 - 38 MB | CPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx.zip) |
76
+ | Lightweight-Face-Detection | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 35.804 ms | 18 - 21 MB | CPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx.zip) |
77
+ | Lightweight-Face-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.063 ms | 1 - 22 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
78
+ | Lightweight-Face-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.699 ms | 0 - 5 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
79
+ | Lightweight-Face-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.261 ms | 1 - 27 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
80
+ | Lightweight-Face-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.7 ms | 1 - 7 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
81
+ | Lightweight-Face-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.012 ms | 1 - 22 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
82
+ | Lightweight-Face-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.974 ms | 1 - 34 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
83
+ | Lightweight-Face-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.135 ms | 0 - 35 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx.zip) |
84
+ | Lightweight-Face-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.817 ms | 1 - 25 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
85
+ | Lightweight-Face-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.95 ms | 0 - 29 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx.zip) |
86
+ | Lightweight-Face-Detection | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 2.894 ms | 1 - 28 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
87
+ | Lightweight-Face-Detection | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 41.442 ms | 28 - 44 MB | CPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx.zip) |
88
+ | Lightweight-Face-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.718 ms | 1 - 25 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
89
+ | Lightweight-Face-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.928 ms | 1 - 24 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx.zip) |
90
+ | Lightweight-Face-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.899 ms | 0 - 0 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.dlc) |
91
+ | Lightweight-Face-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.952 ms | 1 - 1 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx.zip) |
92
+ | Lightweight-Face-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.17 ms | 0 - 20 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
93
+ | Lightweight-Face-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.077 ms | 0 - 20 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
94
+ | Lightweight-Face-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.519 ms | 0 - 31 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
95
+ | Lightweight-Face-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.504 ms | 0 - 29 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
96
+ | Lightweight-Face-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.446 ms | 0 - 9 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
97
+ | Lightweight-Face-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.412 ms | 0 - 8 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
98
+ | Lightweight-Face-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.666 ms | 0 - 7 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.onnx.zip) |
99
+ | Lightweight-Face-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.556 ms | 0 - 20 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
100
+ | Lightweight-Face-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.616 ms | 0 - 19 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
101
+ | Lightweight-Face-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.351 ms | 0 - 24 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
102
+ | Lightweight-Face-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.501 ms | 0 - 24 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
103
+ | Lightweight-Face-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 12.63 ms | 11 - 25 MB | CPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.onnx.zip) |
104
+ | Lightweight-Face-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 8.698 ms | 0 - 3 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
105
+ | Lightweight-Face-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 10.171 ms | 11 - 15 MB | CPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.onnx.zip) |
106
+ | Lightweight-Face-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.17 ms | 0 - 20 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
107
+ | Lightweight-Face-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.077 ms | 0 - 20 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
108
+ | Lightweight-Face-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.442 ms | 0 - 8 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
109
+ | Lightweight-Face-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.412 ms | 0 - 6 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
110
+ | Lightweight-Face-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.87 ms | 0 - 25 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
111
+ | Lightweight-Face-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.819 ms | 0 - 26 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
112
+ | Lightweight-Face-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.443 ms | 0 - 9 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
113
+ | Lightweight-Face-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.416 ms | 0 - 8 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
114
+ | Lightweight-Face-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.556 ms | 0 - 20 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
115
+ | Lightweight-Face-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.616 ms | 0 - 19 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
116
+ | Lightweight-Face-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.306 ms | 0 - 30 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
117
+ | Lightweight-Face-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.283 ms | 0 - 29 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
118
+ | Lightweight-Face-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.434 ms | 0 - 31 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.onnx.zip) |
119
+ | Lightweight-Face-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.248 ms | 0 - 27 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
120
+ | Lightweight-Face-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.229 ms | 0 - 24 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
121
+ | Lightweight-Face-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.367 ms | 0 - 23 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.onnx.zip) |
122
+ | Lightweight-Face-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 0.549 ms | 0 - 21 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
123
+ | Lightweight-Face-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 0.481 ms | 0 - 28 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
124
+ | Lightweight-Face-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 11.587 ms | 13 - 30 MB | CPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.onnx.zip) |
125
+ | Lightweight-Face-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.227 ms | 0 - 22 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
126
+ | Lightweight-Face-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.196 ms | 0 - 23 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
127
+ | Lightweight-Face-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.332 ms | 0 - 23 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.onnx.zip) |
128
+ | Lightweight-Face-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.527 ms | 0 - 0 MB | NPU | [Lightweight-Face-Detection.dlc](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.dlc) |
129
+ | Lightweight-Face-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.576 ms | 0 - 0 MB | NPU | [Lightweight-Face-Detection.onnx.zip](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.onnx.zip) |
130
 
131
 
132
 
 
141
  ```
142
 
143
 
144
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
145
 
146
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
147
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
148
 
149
  With this API token, you can configure your client to run models on the cloud
 
151
  ```bash
152
  qai-hub configure --api_token API_TOKEN
153
  ```
154
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
155
 
156
 
157
 
 
262
  spot check the output with expected output.
263
 
264
  **Note**: This on-device profiling and inference requires access to Qualcomm®
265
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
266
 
267
 
268