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HRNetPose

Keypoint Detection
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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 (20) hide show
  1. HRNetPose_float.dlc +2 -2
  2. HRNetPose_float.onnx.zip +2 -2
  3. HRNetPose_w8a16.dlc +2 -2
  4. precompiled/qualcomm-snapdragon-x-elite/HRNetPose_w8a16.onnx.zip → HRNetPose_w8a16.onnx.zip +2 -2
  5. HRNetPose_w8a8.dlc +2 -2
  6. HRNetPose_w8a8.onnx.zip +2 -2
  7. HRNetPose_w8a8.tflite +1 -1
  8. README.md +77 -80
  9. precompiled/qualcomm-qcs6490-proxy/HRNetPose_w8a16.bin +0 -3
  10. precompiled/qualcomm-qcs6490-proxy/HRNetPose_w8a16.onnx.zip +0 -3
  11. precompiled/qualcomm-qcs6490-proxy/HRNetPose_w8a8.bin +0 -3
  12. precompiled/qualcomm-qcs6490-proxy/HRNetPose_w8a8.onnx.zip +0 -3
  13. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
  14. precompiled/qualcomm-snapdragon-x-elite/HRNetPose_float.bin +0 -3
  15. precompiled/qualcomm-snapdragon-x-elite/HRNetPose_float.onnx.zip +0 -3
  16. precompiled/qualcomm-snapdragon-x-elite/HRNetPose_w8a16.bin +0 -3
  17. precompiled/qualcomm-snapdragon-x-elite/HRNetPose_w8a8.bin +0 -3
  18. precompiled/qualcomm-snapdragon-x-elite/HRNetPose_w8a8.onnx.zip +0 -3
  19. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  20. tool-versions.yaml +2 -2
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README.md CHANGED
@@ -36,85 +36,82 @@ More details on model performance across various devices, can be found
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
- | HRNetPose | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.315 ms | 0 - 79 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
40
- | HRNetPose | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 14.212 ms | 1 - 42 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
41
- | HRNetPose | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.673 ms | 0 - 124 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
42
- | HRNetPose | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.862 ms | 0 - 57 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
43
- | HRNetPose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.627 ms | 0 - 19 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
44
- | HRNetPose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.604 ms | 1 - 17 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
45
- | HRNetPose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.739 ms | 0 - 127 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx.zip) |
46
- | HRNetPose | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.353 ms | 0 - 79 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
47
- | HRNetPose | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.254 ms | 1 - 42 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
48
- | HRNetPose | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 14.315 ms | 0 - 79 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
49
- | HRNetPose | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 14.212 ms | 1 - 42 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
50
- | HRNetPose | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.619 ms | 0 - 35 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
51
- | HRNetPose | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.603 ms | 1 - 17 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
52
- | HRNetPose | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.502 ms | 0 - 73 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
53
- | HRNetPose | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.478 ms | 1 - 39 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
54
- | HRNetPose | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.618 ms | 0 - 20 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
55
- | HRNetPose | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.618 ms | 1 - 13 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
56
- | HRNetPose | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.353 ms | 0 - 79 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
57
- | HRNetPose | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.254 ms | 1 - 42 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
58
- | HRNetPose | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.614 ms | 0 - 22 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
59
- | HRNetPose | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.607 ms | 0 - 17 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
60
- | HRNetPose | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.763 ms | 0 - 126 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx.zip) |
61
- | HRNetPose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.903 ms | 0 - 126 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
62
- | HRNetPose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.992 ms | 1 - 59 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
63
- | HRNetPose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.132 ms | 0 - 75 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx.zip) |
64
- | HRNetPose | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.808 ms | 0 - 81 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
65
- | HRNetPose | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.554 ms | 1 - 48 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
66
- | HRNetPose | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.694 ms | 0 - 48 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx.zip) |
67
- | HRNetPose | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.867 ms | 106 - 106 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
68
- | HRNetPose | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.669 ms | 55 - 55 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx.zip) |
69
- | HRNetPose | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.183 ms | 0 - 65 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
70
- | HRNetPose | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.636 ms | 0 - 91 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
71
- | HRNetPose | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.89 ms | 0 - 24 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
72
- | HRNetPose | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.316 ms | 0 - 66 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
73
- | HRNetPose | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 8.701 ms | 0 - 96 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
74
- | HRNetPose | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.183 ms | 0 - 65 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
75
- | HRNetPose | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.894 ms | 0 - 14 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
76
- | HRNetPose | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.043 ms | 0 - 72 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
77
- | HRNetPose | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.905 ms | 0 - 17 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
78
- | HRNetPose | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.316 ms | 0 - 66 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
79
- | HRNetPose | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.887 ms | 0 - 18 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
80
- | HRNetPose | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.401 ms | 0 - 94 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
81
- | HRNetPose | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.221 ms | 0 - 70 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
82
- | HRNetPose | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.147 ms | 134 - 134 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
83
- | HRNetPose | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.615 ms | 0 - 64 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
84
- | HRNetPose | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.857 ms | 0 - 65 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
85
- | HRNetPose | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.209 ms | 0 - 101 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
86
- | HRNetPose | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.772 ms | 0 - 95 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
87
- | HRNetPose | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.976 ms | 0 - 160 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
88
- | HRNetPose | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.179 ms | 0 - 88 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
89
- | HRNetPose | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 65.577 ms | 136 - 375 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx.zip) |
90
- | HRNetPose | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.332 ms | 0 - 64 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
91
- | HRNetPose | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.453 ms | 0 - 65 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
92
- | HRNetPose | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.713 ms | 0 - 78 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
93
- | HRNetPose | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.534 ms | 0 - 90 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
94
- | HRNetPose | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 137.284 ms | 14 - 42 MB | CPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx.zip) |
95
- | HRNetPose | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 17.268 ms | 0 - 3 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
96
- | HRNetPose | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 127.667 ms | 13 - 42 MB | CPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx.zip) |
97
- | HRNetPose | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.615 ms | 0 - 64 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
98
- | HRNetPose | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.857 ms | 0 - 65 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
99
- | HRNetPose | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.976 ms | 0 - 159 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
100
- | HRNetPose | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.175 ms | 0 - 47 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
101
- | HRNetPose | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.695 ms | 0 - 71 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
102
- | HRNetPose | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.864 ms | 0 - 70 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
103
- | HRNetPose | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.972 ms | 0 - 159 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
104
- | HRNetPose | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.186 ms | 0 - 58 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
105
- | HRNetPose | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.332 ms | 0 - 64 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
106
- | HRNetPose | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.453 ms | 0 - 65 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
107
- | HRNetPose | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.967 ms | 0 - 163 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
108
- | HRNetPose | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.175 ms | 0 - 16 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
109
- | HRNetPose | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 68.083 ms | 117 - 360 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx.zip) |
110
- | HRNetPose | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.722 ms | 126 - 222 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
111
- | HRNetPose | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.83 ms | 0 - 91 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
112
- | HRNetPose | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 48.728 ms | 143 - 2013 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx.zip) |
113
- | HRNetPose | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.637 ms | 0 - 69 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
114
- | HRNetPose | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.728 ms | 0 - 71 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
115
- | HRNetPose | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 52.011 ms | 146 - 929 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx.zip) |
116
- | HRNetPose | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.307 ms | 164 - 164 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
117
- | HRNetPose | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 60.934 ms | 116 - 116 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx.zip) |
118
 
119
 
120
 
@@ -196,7 +193,7 @@ from qai_hub_models.models.hrnet_pose import Model
196
  torch_model = Model.from_pretrained()
197
 
198
  # Device
199
- device = hub.Device("Samsung Galaxy S24")
200
 
201
  # Trace model
202
  input_shape = torch_model.get_input_spec()
 
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | HRNetPose | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.342 ms | 0 - 79 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
40
+ | HRNetPose | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 14.101 ms | 0 - 41 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
41
+ | HRNetPose | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.64 ms | 0 - 122 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
42
+ | HRNetPose | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.773 ms | 0 - 57 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
43
+ | HRNetPose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.668 ms | 0 - 19 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
44
+ | HRNetPose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.607 ms | 1 - 14 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
45
+ | HRNetPose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.69 ms | 0 - 125 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx.zip) |
46
+ | HRNetPose | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.348 ms | 0 - 80 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
47
+ | HRNetPose | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.265 ms | 1 - 41 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
48
+ | HRNetPose | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 14.342 ms | 0 - 79 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
49
+ | HRNetPose | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 14.101 ms | 0 - 41 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
50
+ | HRNetPose | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.618 ms | 0 - 28 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
51
+ | HRNetPose | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.596 ms | 1 - 17 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
52
+ | HRNetPose | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.514 ms | 0 - 73 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
53
+ | HRNetPose | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.496 ms | 1 - 40 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
54
+ | HRNetPose | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.623 ms | 0 - 18 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
55
+ | HRNetPose | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.612 ms | 0 - 14 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
56
+ | HRNetPose | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.348 ms | 0 - 80 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
57
+ | HRNetPose | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.265 ms | 1 - 41 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
58
+ | HRNetPose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.893 ms | 0 - 120 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
59
+ | HRNetPose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.982 ms | 1 - 61 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
60
+ | HRNetPose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.008 ms | 0 - 81 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx.zip) |
61
+ | HRNetPose | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.568 ms | 0 - 83 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
62
+ | HRNetPose | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.552 ms | 1 - 50 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
63
+ | HRNetPose | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.687 ms | 0 - 51 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx.zip) |
64
+ | HRNetPose | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.866 ms | 111 - 111 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
65
+ | HRNetPose | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.725 ms | 55 - 55 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx.zip) |
66
+ | HRNetPose | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.209 ms | 0 - 67 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
67
+ | HRNetPose | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.737 ms | 0 - 93 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
68
+ | HRNetPose | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.883 ms | 0 - 23 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
69
+ | HRNetPose | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.317 ms | 0 - 67 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
70
+ | HRNetPose | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 8.776 ms | 0 - 97 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
71
+ | HRNetPose | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 198.775 ms | 18 - 46 MB | CPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.onnx.zip) |
72
+ | HRNetPose | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 210.372 ms | 15 - 46 MB | CPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.onnx.zip) |
73
+ | HRNetPose | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.209 ms | 0 - 67 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
74
+ | HRNetPose | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.885 ms | 0 - 16 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
75
+ | HRNetPose | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.05 ms | 0 - 71 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
76
+ | HRNetPose | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.921 ms | 0 - 15 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
77
+ | HRNetPose | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.317 ms | 0 - 67 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
78
+ | HRNetPose | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.386 ms | 0 - 92 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
79
+ | HRNetPose | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.019 ms | 0 - 71 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
80
+ | HRNetPose | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 101.666 ms | 224 - 1921 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.onnx.zip) |
81
+ | HRNetPose | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.157 ms | 138 - 138 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.dlc) |
82
+ | HRNetPose | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 149.93 ms | 226 - 226 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a16.onnx.zip) |
83
+ | HRNetPose | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.6 ms | 0 - 64 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
84
+ | HRNetPose | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.83 ms | 0 - 65 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
85
+ | HRNetPose | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.186 ms | 0 - 102 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
86
+ | HRNetPose | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.684 ms | 0 - 92 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
87
+ | HRNetPose | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.952 ms | 0 - 162 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
88
+ | HRNetPose | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.171 ms | 0 - 36 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
89
+ | HRNetPose | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 62.175 ms | 108 - 363 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx.zip) |
90
+ | HRNetPose | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.298 ms | 0 - 64 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
91
+ | HRNetPose | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.47 ms | 0 - 66 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
92
+ | HRNetPose | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.689 ms | 0 - 79 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
93
+ | HRNetPose | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.543 ms | 0 - 91 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
94
+ | HRNetPose | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 142.09 ms | 15 - 42 MB | CPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx.zip) |
95
+ | HRNetPose | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 17.59 ms | 0 - 2 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
96
+ | HRNetPose | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 128.583 ms | 11 - 45 MB | CPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx.zip) |
97
+ | HRNetPose | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.6 ms | 0 - 64 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
98
+ | HRNetPose | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.83 ms | 0 - 65 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
99
+ | HRNetPose | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.96 ms | 0 - 165 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
100
+ | HRNetPose | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.169 ms | 0 - 47 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
101
+ | HRNetPose | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.676 ms | 0 - 68 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
102
+ | HRNetPose | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.877 ms | 0 - 72 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
103
+ | HRNetPose | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.957 ms | 0 - 163 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
104
+ | HRNetPose | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.165 ms | 0 - 82 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
105
+ | HRNetPose | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.298 ms | 0 - 64 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
106
+ | HRNetPose | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.47 ms | 0 - 66 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
107
+ | HRNetPose | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.704 ms | 0 - 98 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
108
+ | HRNetPose | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.82 ms | 0 - 94 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
109
+ | HRNetPose | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 47.296 ms | 122 - 2091 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx.zip) |
110
+ | HRNetPose | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.574 ms | 0 - 71 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
111
+ | HRNetPose | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.631 ms | 0 - 74 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
112
+ | HRNetPose | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 43.047 ms | 94 - 869 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx.zip) |
113
+ | HRNetPose | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.305 ms | 134 - 134 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
114
+ | HRNetPose | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 60.036 ms | 116 - 116 MB | NPU | [HRNetPose.onnx.zip](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx.zip) |
 
 
 
115
 
116
 
117
 
 
193
  torch_model = Model.from_pretrained()
194
 
195
  # Device
196
+ device = hub.Device("Samsung Galaxy S25")
197
 
198
  # Trace model
199
  input_shape = torch_model.get_input_spec()
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