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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 (6) hide show
  1. HRNetFace_float.dlc +2 -2
  2. HRNetFace_float.onnx.zip +1 -1
  3. HRNetFace_w8a8.dlc +2 -2
  4. HRNetFace_w8a8.onnx.zip +2 -2
  5. HRNetFace_w8a8.tflite +1 -1
  6. README.md +71 -67
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README.md CHANGED
@@ -37,70 +37,74 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
- | HRNetFace | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 15.596 ms | 0 - 58 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
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- | HRNetFace | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 15.524 ms | 1 - 44 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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- | HRNetFace | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.473 ms | 0 - 61 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
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- | HRNetFace | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.812 ms | 1 - 46 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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- | HRNetFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.142 ms | 0 - 130 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
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- | HRNetFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.231 ms | 1 - 14 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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- | HRNetFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.287 ms | 0 - 46 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.onnx.zip) |
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- | HRNetFace | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 21.535 ms | 0 - 59 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
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- | HRNetFace | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.13 ms | 1 - 45 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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- | HRNetFace | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 15.596 ms | 0 - 58 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
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- | HRNetFace | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 15.524 ms | 1 - 44 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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- | HRNetFace | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.15 ms | 0 - 130 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
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- | HRNetFace | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.233 ms | 1 - 15 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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- | HRNetFace | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 5.515 ms | 0 - 53 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
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- | HRNetFace | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.567 ms | 1 - 44 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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- | HRNetFace | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.148 ms | 0 - 132 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
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- | HRNetFace | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.24 ms | 2 - 16 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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- | HRNetFace | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 21.535 ms | 0 - 59 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
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- | HRNetFace | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.13 ms | 1 - 45 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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- | HRNetFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.217 ms | 0 - 66 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
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- | HRNetFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.323 ms | 0 - 53 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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- | HRNetFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.34 ms | 0 - 68 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.onnx.zip) |
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- | HRNetFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.737 ms | 0 - 61 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
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- | HRNetFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.77 ms | 1 - 49 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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  | HRNetFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.846 ms | 0 - 56 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.onnx.zip) |
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- | HRNetFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.419 ms | 0 - 59 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
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- | HRNetFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.406 ms | 1 - 50 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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- | HRNetFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.536 ms | 0 - 58 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.onnx.zip) |
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- | HRNetFace | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.625 ms | 28 - 28 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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- | HRNetFace | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.222 ms | 30 - 30 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.onnx.zip) |
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- | HRNetFace | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.246 ms | 0 - 44 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
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- | HRNetFace | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.342 ms | 0 - 44 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
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- | HRNetFace | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.455 ms | 0 - 65 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
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- | HRNetFace | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.78 ms | 0 - 56 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
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- | HRNetFace | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.265 ms | 0 - 45 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
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- | HRNetFace | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.364 ms | 0 - 17 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
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- | HRNetFace | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.039 ms | 0 - 20 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.onnx.zip) |
77
- | HRNetFace | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.722 ms | 0 - 45 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
78
- | HRNetFace | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.763 ms | 0 - 44 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
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- | HRNetFace | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.818 ms | 0 - 59 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
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- | HRNetFace | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 58.295 ms | 18 - 41 MB | CPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.onnx.zip) |
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- | HRNetFace | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 18.609 ms | 0 - 3 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
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- | HRNetFace | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 48.157 ms | 16 - 30 MB | CPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.onnx.zip) |
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- | HRNetFace | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.246 ms | 0 - 44 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
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- | HRNetFace | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.342 ms | 0 - 44 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
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- | HRNetFace | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.263 ms | 0 - 46 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
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- | HRNetFace | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.38 ms | 0 - 17 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
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- | HRNetFace | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.153 ms | 0 - 52 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
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- | HRNetFace | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.264 ms | 0 - 51 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
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- | HRNetFace | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.265 ms | 0 - 46 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
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- | HRNetFace | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.376 ms | 0 - 15 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
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- | HRNetFace | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.722 ms | 0 - 45 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
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- | HRNetFace | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.763 ms | 0 - 44 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
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- | HRNetFace | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.871 ms | 0 - 67 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
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- | HRNetFace | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.934 ms | 0 - 58 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
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- | HRNetFace | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.277 ms | 0 - 73 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.onnx.zip) |
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- | HRNetFace | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.712 ms | 0 - 50 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
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- | HRNetFace | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.671 ms | 0 - 51 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
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- | HRNetFace | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.022 ms | 0 - 59 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.onnx.zip) |
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- | HRNetFace | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.605 ms | 0 - 51 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
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- | HRNetFace | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.552 ms | 0 - 52 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
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- | HRNetFace | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.885 ms | 0 - 61 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.onnx.zip) |
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- | HRNetFace | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.601 ms | 36 - 36 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
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- | HRNetFace | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.86 ms | 15 - 15 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.onnx.zip) |
 
 
 
 
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@@ -115,9 +119,9 @@ pip install "qai-hub-models[hrnet-face]"
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  ```
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118
- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
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120
- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
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  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
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123
  With this API token, you can configure your client to run models on the cloud
@@ -125,7 +129,7 @@ hosted devices.
125
  ```bash
126
  qai-hub configure --api_token API_TOKEN
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  ```
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- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
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@@ -236,7 +240,7 @@ With the output of the model, you can compute like PSNR, relative errors or
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  spot check the output with expected output.
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  **Note**: This on-device profiling and inference requires access to Qualcomm®
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- AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
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38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
+ | HRNetFace | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 15.577 ms | 0 - 60 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
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+ | HRNetFace | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 15.541 ms | 1 - 47 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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+ | HRNetFace | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.474 ms | 0 - 62 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
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+ | HRNetFace | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.825 ms | 1 - 49 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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+ | HRNetFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.151 ms | 0 - 61 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
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+ | HRNetFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.245 ms | 1 - 15 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
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+ | HRNetFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.27 ms | 0 - 47 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.onnx.zip) |
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+ | HRNetFace | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.016 ms | 0 - 60 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
48
+ | HRNetFace | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.102 ms | 1 - 48 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
49
+ | HRNetFace | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 15.577 ms | 0 - 60 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
50
+ | HRNetFace | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 15.541 ms | 1 - 47 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
51
+ | HRNetFace | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.15 ms | 0 - 125 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
52
+ | HRNetFace | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.245 ms | 1 - 14 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
53
+ | HRNetFace | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 5.499 ms | 0 - 57 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
54
+ | HRNetFace | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.611 ms | 1 - 45 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
55
+ | HRNetFace | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.149 ms | 0 - 130 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
56
+ | HRNetFace | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.246 ms | 1 - 13 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
57
+ | HRNetFace | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.016 ms | 0 - 60 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
58
+ | HRNetFace | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.102 ms | 1 - 48 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
59
+ | HRNetFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.228 ms | 0 - 67 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
60
+ | HRNetFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.331 ms | 0 - 51 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
61
+ | HRNetFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.287 ms | 0 - 72 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.onnx.zip) |
62
+ | HRNetFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.746 ms | 0 - 63 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
63
+ | HRNetFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.775 ms | 1 - 52 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
64
  | HRNetFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.846 ms | 0 - 56 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.onnx.zip) |
65
+ | HRNetFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.416 ms | 0 - 62 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.tflite) |
66
+ | HRNetFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.413 ms | 1 - 51 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
67
+ | HRNetFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.549 ms | 0 - 57 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.onnx.zip) |
68
+ | HRNetFace | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.615 ms | 34 - 34 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.dlc) |
69
+ | HRNetFace | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.253 ms | 30 - 30 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace.onnx.zip) |
70
+ | HRNetFace | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.23 ms | 0 - 46 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
71
+ | HRNetFace | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.37 ms | 0 - 46 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
72
+ | HRNetFace | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.555 ms | 0 - 62 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
73
+ | HRNetFace | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.916 ms | 0 - 60 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
74
+ | HRNetFace | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.289 ms | 0 - 45 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
75
+ | HRNetFace | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.365 ms | 0 - 15 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
76
+ | HRNetFace | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.932 ms | 0 - 35 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.onnx.zip) |
77
+ | HRNetFace | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.72 ms | 0 - 46 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
78
+ | HRNetFace | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.777 ms | 0 - 46 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
79
+ | HRNetFace | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.709 ms | 0 - 61 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
80
+ | HRNetFace | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.452 ms | 0 - 77 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
81
+ | HRNetFace | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 52.505 ms | 18 - 41 MB | CPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.onnx.zip) |
82
+ | HRNetFace | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 18.668 ms | 0 - 3 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
83
+ | HRNetFace | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 44.264 ms | 17 - 30 MB | CPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.onnx.zip) |
84
+ | HRNetFace | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.23 ms | 0 - 46 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
85
+ | HRNetFace | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.37 ms | 0 - 46 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
86
+ | HRNetFace | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.297 ms | 0 - 46 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
87
+ | HRNetFace | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.379 ms | 0 - 19 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
88
+ | HRNetFace | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.136 ms | 0 - 53 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
89
+ | HRNetFace | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.275 ms | 0 - 52 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
90
+ | HRNetFace | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.277 ms | 0 - 47 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
91
+ | HRNetFace | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.373 ms | 0 - 19 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
92
+ | HRNetFace | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.72 ms | 0 - 46 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
93
+ | HRNetFace | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.777 ms | 0 - 46 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
94
+ | HRNetFace | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.869 ms | 0 - 66 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
95
+ | HRNetFace | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.95 ms | 0 - 59 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
96
+ | HRNetFace | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.27 ms | 0 - 74 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.onnx.zip) |
97
+ | HRNetFace | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.711 ms | 0 - 49 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
98
+ | HRNetFace | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.674 ms | 0 - 53 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
99
+ | HRNetFace | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.018 ms | 0 - 59 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.onnx.zip) |
100
+ | HRNetFace | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 1.542 ms | 0 - 57 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
101
+ | HRNetFace | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 1.688 ms | 0 - 59 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
102
+ | HRNetFace | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 45.184 ms | 19 - 45 MB | CPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.onnx.zip) |
103
+ | HRNetFace | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.601 ms | 0 - 53 MB | NPU | [HRNetFace.tflite](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.tflite) |
104
+ | HRNetFace | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.543 ms | 0 - 51 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
105
+ | HRNetFace | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.887 ms | 0 - 60 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.onnx.zip) |
106
+ | HRNetFace | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.6 ms | 34 - 34 MB | NPU | [HRNetFace.dlc](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.dlc) |
107
+ | HRNetFace | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.853 ms | 16 - 16 MB | NPU | [HRNetFace.onnx.zip](https://huggingface.co/qualcomm/HRNetFace/blob/main/HRNetFace_w8a8.onnx.zip) |
108
 
109
 
110
 
 
119
  ```
120
 
121
 
122
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
123
 
124
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
125
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
126
 
127
  With this API token, you can configure your client to run models on the cloud
 
129
  ```bash
130
  qai-hub configure --api_token API_TOKEN
131
  ```
132
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
133
 
134
 
135
 
 
240
  spot check the output with expected output.
241
 
242
  **Note**: This on-device profiling and inference requires access to Qualcomm®
243
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
244
 
245
 
246