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Image Segmentation
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v0.36.0

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See https://github.com/quic/ai-hub-models/releases/v0.36.0 for changelog.

Files changed (14) hide show
  1. BiseNet.dlc +2 -2
  2. BiseNet.onnx.zip +1 -1
  3. BiseNet_w8a8.dlc +2 -2
  4. BiseNet_w8a8.onnx.zip +2 -2
  5. BiseNet_w8a8.tflite +1 -1
  6. README.md +61 -61
  7. precompiled/qualcomm-qcs6490-proxy/BiseNet_w8a8.bin +2 -2
  8. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +1 -1
  9. precompiled/qualcomm-snapdragon-x-elite/BiseNet.bin +2 -2
  10. precompiled/qualcomm-snapdragon-x-elite/BiseNet.onnx.zip +2 -2
  11. precompiled/qualcomm-snapdragon-x-elite/BiseNet_w8a8.bin +2 -2
  12. precompiled/qualcomm-snapdragon-x-elite/BiseNet_w8a8.onnx.zip +2 -2
  13. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +1 -1
  14. sdk_versions.yml +3 -3
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README.md CHANGED
@@ -37,67 +37,67 @@ 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
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  |---|---|---|---|---|---|---|---|---|
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- | BiseNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 133.624 ms | 30 - 63 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 | 119.745 ms | 2 - 64 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 | 55.48 ms | 32 - 87 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 | 69.686 ms | 8 - 53 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 | 45.147 ms | 32 - 79 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 | 37.046 ms | 8 - 30 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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- | BiseNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 55.282 ms | 32 - 65 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 | 44.847 ms | 2 - 71 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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- | BiseNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 133.624 ms | 30 - 63 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 | 119.745 ms | 2 - 64 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 | 45.052 ms | 9 - 68 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 | 37.446 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 | 60.666 ms | 32 - 65 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 | 51.783 ms | 3 - 47 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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- | BiseNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 44.702 ms | 32 - 92 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
55
- | BiseNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 37.367 ms | 8 - 25 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
56
- | BiseNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 55.282 ms | 32 - 65 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 | 44.847 ms | 2 - 71 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 | 45.416 ms | 32 - 91 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 | 37.376 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 | 32.189 ms | 64 - 124 MB | NPU | [BiseNet.onnx](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx) |
61
- | BiseNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 31.861 ms | 30 - 85 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
62
- | BiseNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 29.057 ms | 8 - 63 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
63
- | BiseNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 26.053 ms | 73 - 117 MB | NPU | [BiseNet.onnx](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx) |
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- | BiseNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 31.629 ms | 30 - 67 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.tflite) |
65
- | BiseNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 20.627 ms | 8 - 80 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
66
- | BiseNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 22.756 ms | 73 - 121 MB | NPU | [BiseNet.onnx](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx) |
67
- | BiseNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 40.026 ms | 8 - 8 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
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- | BiseNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 31.673 ms | 66 - 66 MB | NPU | [BiseNet.onnx](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx) |
69
- | BiseNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 333.665 ms | 48 - 92 MB | GPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
70
- | BiseNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 23.526 ms | 2 - 48 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
71
- | BiseNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 159.883 ms | 48 - 144 MB | GPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
72
- | BiseNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 23.275 ms | 2 - 74 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
73
- | BiseNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 70.275 ms | 47 - 129 MB | GPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
74
- | BiseNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 11.943 ms | 2 - 17 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
75
- | BiseNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 131.807 ms | 48 - 90 MB | GPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
76
- | BiseNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 12.499 ms | 2 - 48 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
77
- | BiseNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 285.16 ms | 48 - 119 MB | GPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
78
- | BiseNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 55.603 ms | 2 - 65 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
79
- | BiseNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 290.365 ms | 8 - 10 MB | NPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
80
- | BiseNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 333.665 ms | 48 - 92 MB | GPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
81
- | BiseNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 23.526 ms | 2 - 48 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
82
- | BiseNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 67.329 ms | 34 - 120 MB | GPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
83
- | BiseNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 11.892 ms | 2 - 18 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
84
- | BiseNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 63.53 ms | 48 - 93 MB | GPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
85
- | BiseNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 15.434 ms | 2 - 48 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 | 71.784 ms | 39 - 117 MB | GPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
87
- | BiseNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 11.878 ms | 2 - 18 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 | 131.807 ms | 48 - 90 MB | GPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
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- | BiseNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 12.499 ms | 2 - 48 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 | TFLITE | 67.522 ms | 38 - 122 MB | GPU | [BiseNet.tflite](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.tflite) |
91
- | BiseNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 11.975 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 | 8.693 ms | 0 - 46 MB | NPU | [BiseNet.onnx](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx) |
93
- | BiseNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 71.286 ms | 46 - 139 MB | GPU | [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 | 8.729 ms | 2 - 67 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 | 6.321 ms | 18 - 85 MB | NPU | [BiseNet.onnx](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx) |
96
- | BiseNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 48.642 ms | 46 - 94 MB | GPU | [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 | 6.114 ms | 2 - 56 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 | 5.116 ms | 18 - 77 MB | NPU | [BiseNet.onnx](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx) |
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- | BiseNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 13.17 ms | 0 - 0 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
100
- | BiseNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.459 ms | 19 - 19 MB | NPU | [BiseNet.onnx](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx) |
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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) |
41
+ | BiseNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 120.036 ms | 7 - 82 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
42
+ | 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) |
43
+ | BiseNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 62.693 ms | 8 - 63 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
44
+ | 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) |
45
+ | BiseNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 36.123 ms | 8 - 31 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
46
+ | 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) |
47
+ | BiseNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 45.174 ms | 3 - 76 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
48
+ | 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) |
49
+ | BiseNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 120.036 ms | 7 - 82 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
50
+ | 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) |
51
+ | BiseNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 35.523 ms | 8 - 32 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
52
+ | 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) |
53
+ | BiseNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 51.615 ms | 3 - 73 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
54
+ | 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) |
55
+ | BiseNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 36.642 ms | 8 - 30 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
56
+ | 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) |
57
+ | BiseNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 45.174 ms | 3 - 76 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
58
+ | 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) |
59
+ | BiseNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 35.991 ms | 8 - 28 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
60
+ | BiseNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 32.532 ms | 63 - 126 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx.zip) |
61
+ | 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) |
62
+ | BiseNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 27.527 ms | 8 - 66 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
63
+ | BiseNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 26.222 ms | 73 - 124 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx.zip) |
64
+ | 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) |
65
+ | BiseNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 23.094 ms | 8 - 74 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
66
+ | BiseNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 22.918 ms | 73 - 122 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx.zip) |
67
+ | BiseNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 37.068 ms | 28 - 28 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.dlc) |
68
+ | BiseNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 31.803 ms | 66 - 66 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet.onnx.zip) |
69
+ | 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) |
70
+ | BiseNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 21.375 ms | 1 - 51 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
71
+ | 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) |
72
+ | BiseNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 18.215 ms | 2 - 71 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
73
+ | 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) |
74
+ | BiseNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 10.323 ms | 2 - 20 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
75
+ | 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) |
76
+ | BiseNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 10.992 ms | 2 - 51 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
77
+ | 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) |
78
+ | BiseNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 55.832 ms | 2 - 86 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
79
+ | 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) |
80
+ | 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) |
81
+ | BiseNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 21.375 ms | 1 - 51 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
82
+ | 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) |
83
+ | BiseNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 10.339 ms | 2 - 19 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
84
+ | 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) |
85
+ | BiseNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 13.457 ms | 2 - 61 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
86
+ | 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) |
87
+ | BiseNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 10.308 ms | 2 - 21 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
88
+ | 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) |
89
+ | BiseNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.992 ms | 2 - 51 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
90
+ | 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) |
91
+ | BiseNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 10.377 ms | 2 - 20 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
92
+ | BiseNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 58.629 ms | 54 - 158 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
93
+ | 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) |
94
+ | BiseNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 7.368 ms | 2 - 74 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
95
+ | BiseNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 42.757 ms | 29 - 572 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
96
+ | 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) |
97
+ | BiseNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 6.699 ms | 2 - 59 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
98
+ | BiseNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 41.257 ms | 58 - 650 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
99
+ | BiseNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 10.873 ms | 2 - 2 MB | NPU | [BiseNet.dlc](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.dlc) |
100
+ | BiseNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 61.715 ms | 50 - 50 MB | NPU | [BiseNet.onnx.zip](https://huggingface.co/qualcomm/BiseNet/blob/main/BiseNet_w8a8.onnx.zip) |
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