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v0.38.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.

Files changed (15) hide show
  1. BiseNet_float.dlc +2 -2
  2. BiseNet_float.onnx.zip +2 -2
  3. BiseNet_w8a8.dlc +2 -2
  4. BiseNet_w8a8.onnx.zip +2 -2
  5. BiseNet_w8a8.tflite +2 -2
  6. README.md +60 -66
  7. precompiled/qualcomm-qcs6490-proxy/BiseNet_w8a8.bin +0 -3
  8. precompiled/qualcomm-qcs6490-proxy/BiseNet_w8a8.onnx.zip +0 -3
  9. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/BiseNet_float.bin +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/BiseNet_float.onnx.zip +0 -3
  12. precompiled/qualcomm-snapdragon-x-elite/BiseNet_w8a8.bin +0 -3
  13. precompiled/qualcomm-snapdragon-x-elite/BiseNet_w8a8.onnx.zip +0 -3
  14. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  15. tool-versions.yaml +2 -2
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README.md CHANGED
@@ -37,71 +37,65 @@ 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
- | BiseNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 133.373 ms | 32 - 67 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
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- | BiseNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 120.074 ms | 8 - 83 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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- | BiseNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 55.879 ms | 32 - 78 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
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- | BiseNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 67.368 ms | 8 - 60 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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- | BiseNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 45.723 ms | 20 - 43 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
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- | BiseNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 35.857 ms | 8 - 28 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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- | BiseNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 33.574 ms | 66 - 132 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx.zip) |
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- | BiseNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 56.087 ms | 32 - 67 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
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- | BiseNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 45.209 ms | 3 - 75 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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- | BiseNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 133.373 ms | 32 - 67 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
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- | BiseNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 120.074 ms | 8 - 83 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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- | BiseNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 46.741 ms | 19 - 40 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
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- | BiseNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 35.812 ms | 8 - 29 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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- | BiseNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 60.785 ms | 32 - 70 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
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- | BiseNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 51.754 ms | 3 - 73 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
55
- | BiseNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 46.042 ms | 20 - 39 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
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- | BiseNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 36.087 ms | 8 - 25 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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- | BiseNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 56.087 ms | 32 - 67 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
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- | BiseNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 45.209 ms | 3 - 75 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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- | BiseNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 46.577 ms | 20 - 39 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
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- | BiseNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 35.946 ms | 8 - 25 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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- | BiseNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 34.408 ms | 67 - 135 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx.zip) |
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- | BiseNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 31.714 ms | 31 - 78 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
63
- | BiseNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 26.615 ms | 8 - 67 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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- | BiseNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 26.76 ms | 74 - 120 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx.zip) |
65
- | BiseNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 27.234 ms | 30 - 69 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
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- | BiseNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 22.801 ms | 8 - 74 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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- | BiseNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 21.967 ms | 69 - 113 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx.zip) |
68
- | BiseNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 37.142 ms | 8 - 8 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
69
- | BiseNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 31.026 ms | 66 - 66 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx.zip) |
70
- | BiseNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 24.189 ms | 7 - 43 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
71
- | BiseNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 21.48 ms | 2 - 54 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
72
- | BiseNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 16.568 ms | 8 - 68 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
73
- | BiseNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 18.076 ms | 2 - 69 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
74
- | BiseNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 15.076 ms | 8 - 21 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
75
- | BiseNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 10.339 ms | 2 - 22 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
76
- | BiseNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 49.235 ms | 57 - 157 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
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- | BiseNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 15.073 ms | 8 - 45 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
78
- | BiseNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 11.01 ms | 2 - 51 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
79
- | BiseNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 54.442 ms | 8 - 67 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
80
- | BiseNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 55.996 ms | 2 - 84 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
81
- | BiseNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 522.954 ms | 209 - 222 MB | CPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
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- | BiseNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 286.7 ms | 8 - 11 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
83
- | BiseNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 544.558 ms | 197 - 221 MB | CPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
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- | BiseNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 24.189 ms | 7 - 43 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
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- | BiseNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 21.48 ms | 2 - 54 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
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- | BiseNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 14.682 ms | 8 - 22 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
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- | BiseNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 10.31 ms | 2 - 20 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
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- | BiseNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 17.616 ms | 8 - 51 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
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- | BiseNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 13.53 ms | 2 - 58 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
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- | BiseNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 14.705 ms | 8 - 23 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
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- | BiseNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 10.284 ms | 3 - 20 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
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- | BiseNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 15.073 ms | 8 - 45 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
93
- | BiseNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 11.01 ms | 2 - 51 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
94
- | BiseNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 14.667 ms | 8 - 25 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
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- | BiseNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 10.306 ms | 2 - 18 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
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- | BiseNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 48.868 ms | 66 - 170 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
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- | BiseNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 10.944 ms | 8 - 64 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
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- | BiseNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 7.383 ms | 2 - 76 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
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- | BiseNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 38.438 ms | 66 - 1279 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
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- | BiseNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 8.836 ms | 8 - 48 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
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- | BiseNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 6.697 ms | 2 - 60 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
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- | BiseNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 33.714 ms | 74 - 564 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
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- | BiseNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 10.838 ms | 15 - 15 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
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- | BiseNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 47.113 ms | 50 - 50 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
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@@ -183,7 +177,7 @@ from qai_hub_models.models.bisenet import Model
183
  torch_model = Model.from_pretrained()
184
 
185
  # Device
186
- device = hub.Device("Samsung Galaxy S24")
187
 
188
  # Trace model
189
  input_shape = torch_model.get_input_spec()
 
37
 
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
+ | BiseNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 133.28 ms | 32 - 67 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
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+ | BiseNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 119.385 ms | 3 - 78 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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+ | BiseNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 55.09 ms | 32 - 78 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
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+ | BiseNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 63.395 ms | 8 - 60 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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+ | BiseNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 46.293 ms | 32 - 52 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
45
+ | BiseNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 36.594 ms | 8 - 28 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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+ | BiseNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 33.332 ms | 71 - 92 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx.zip) |
47
+ | BiseNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 56.28 ms | 32 - 67 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
48
+ | BiseNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 45.228 ms | 3 - 75 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
49
+ | BiseNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 133.28 ms | 32 - 67 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
50
+ | BiseNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 119.385 ms | 3 - 78 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
51
+ | BiseNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 46.201 ms | 20 - 36 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
52
+ | BiseNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 35.511 ms | 8 - 26 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
53
+ | BiseNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 60.739 ms | 32 - 68 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
54
+ | BiseNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 51.712 ms | 6 - 74 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
55
+ | BiseNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 46.212 ms | 19 - 40 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
56
+ | BiseNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 35.63 ms | 8 - 29 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
57
+ | BiseNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 56.28 ms | 32 - 67 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
58
+ | BiseNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 45.228 ms | 3 - 75 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
59
+ | BiseNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 32.038 ms | 31 - 80 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
60
+ | BiseNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 27.907 ms | 8 - 67 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
61
+ | BiseNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 26.396 ms | 73 - 125 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx.zip) |
62
+ | BiseNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 26.466 ms | 31 - 70 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
63
+ | BiseNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 20.149 ms | 8 - 75 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
64
+ | BiseNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 19.317 ms | 61 - 116 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx.zip) |
65
+ | BiseNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 36.99 ms | 8 - 8 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
66
+ | BiseNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 31.619 ms | 66 - 66 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx.zip) |
67
+ | BiseNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 24.376 ms | 8 - 46 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
68
+ | BiseNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 21.397 ms | 2 - 51 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
69
+ | BiseNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 16.466 ms | 8 - 73 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
70
+ | BiseNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 18.167 ms | 2 - 70 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
71
+ | BiseNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 14.692 ms | 8 - 19 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
72
+ | BiseNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 10.324 ms | 2 - 23 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
73
+ | BiseNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 50.489 ms | 63 - 168 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
74
+ | BiseNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 15.014 ms | 8 - 46 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
75
+ | BiseNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 11.014 ms | 2 - 53 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
76
+ | BiseNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 54.143 ms | 8 - 66 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
77
+ | BiseNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 56.611 ms | 2 - 85 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
78
+ | BiseNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 523.392 ms | 214 - 227 MB | CPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
79
+ | BiseNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 290.627 ms | 8 - 10 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
80
+ | BiseNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 499.373 ms | 185 - 208 MB | CPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
81
+ | BiseNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 24.376 ms | 8 - 46 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
82
+ | BiseNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 21.397 ms | 2 - 51 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
83
+ | BiseNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 15.026 ms | 8 - 19 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
84
+ | BiseNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 10.338 ms | 2 - 21 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
85
+ | BiseNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 17.545 ms | 8 - 50 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
86
+ | BiseNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 13.65 ms | 2 - 57 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
87
+ | BiseNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 14.977 ms | 8 - 19 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
88
+ | BiseNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 10.385 ms | 2 - 19 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
89
+ | BiseNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 15.014 ms | 8 - 46 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
90
+ | BiseNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 11.014 ms | 2 - 53 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
91
+ | BiseNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 10.868 ms | 6 - 66 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
92
+ | BiseNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 7.35 ms | 2 - 72 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
93
+ | BiseNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 37.823 ms | 54 - 1421 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
94
+ | BiseNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 8.25 ms | 7 - 48 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
95
+ | BiseNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 5.682 ms | 2 - 61 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
96
+ | BiseNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 29.961 ms | 69 - 645 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
97
+ | BiseNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 10.898 ms | 1 - 1 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
98
+ | BiseNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 48.511 ms | 58 - 58 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
 
 
 
 
 
 
99
 
100
 
101
 
 
177
  torch_model = Model.from_pretrained()
178
 
179
  # Device
180
+ device = hub.Device("Samsung Galaxy S25")
181
 
182
  # Trace model
183
  input_shape = torch_model.get_input_spec()
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