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v0.38.0

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

Files changed (12) hide show
  1. DDRNet23-Slim_float.dlc +2 -2
  2. DDRNet23-Slim_float.onnx.zip +2 -2
  3. DDRNet23-Slim_w8a8.dlc +2 -2
  4. DDRNet23-Slim_w8a8.onnx.zip +2 -2
  5. DDRNet23-Slim_w8a8.tflite +1 -1
  6. README.md +59 -65
  7. precompiled/qualcomm-snapdragon-x-elite/DDRNet23-Slim_float.bin +0 -3
  8. precompiled/qualcomm-snapdragon-x-elite/DDRNet23-Slim_float.onnx.zip +0 -3
  9. precompiled/qualcomm-snapdragon-x-elite/DDRNet23-Slim_w8a8.bin +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/DDRNet23-Slim_w8a8.onnx.zip +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  12. tool-versions.yaml +1 -1
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README.md CHANGED
@@ -39,70 +39,64 @@ More details on model performance across various devices, can be found
39
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
41
  |---|---|---|---|---|---|---|---|---|
42
- | DDRNet23-Slim | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 112.907 ms | 2 - 50 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
43
- | DDRNet23-Slim | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 95.002 ms | 24 - 80 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
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- | DDRNet23-Slim | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 48.825 ms | 2 - 62 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 59.381 ms | 24 - 87 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
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- | DDRNet23-Slim | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 41.568 ms | 2 - 26 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
47
- | DDRNet23-Slim | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 30.85 ms | 24 - 43 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
48
- | DDRNet23-Slim | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 33.55 ms | 24 - 77 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx.zip) |
49
- | DDRNet23-Slim | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 49.814 ms | 2 - 50 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
50
- | DDRNet23-Slim | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 38.623 ms | 24 - 80 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
51
- | DDRNet23-Slim | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 112.907 ms | 2 - 50 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
52
- | DDRNet23-Slim | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 95.002 ms | 24 - 80 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
53
- | DDRNet23-Slim | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 41.881 ms | 2 - 27 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
54
- | DDRNet23-Slim | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 31.131 ms | 24 - 44 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
55
- | DDRNet23-Slim | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 55.478 ms | 2 - 56 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
56
- | DDRNet23-Slim | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 42.195 ms | 24 - 83 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
57
- | DDRNet23-Slim | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 41.898 ms | 2 - 26 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 30.936 ms | 24 - 48 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
59
- | DDRNet23-Slim | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 49.814 ms | 2 - 50 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
60
- | DDRNet23-Slim | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 38.623 ms | 24 - 80 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
61
- | DDRNet23-Slim | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 41.679 ms | 2 - 33 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
62
- | DDRNet23-Slim | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 30.984 ms | 24 - 44 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
63
- | DDRNet23-Slim | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 32.841 ms | 24 - 87 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx.zip) |
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- | DDRNet23-Slim | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 26.919 ms | 1 - 54 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
65
- | DDRNet23-Slim | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 21.004 ms | 24 - 83 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
66
- | DDRNet23-Slim | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 26.204 ms | 24 - 84 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx.zip) |
67
- | DDRNet23-Slim | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 25.675 ms | 1 - 52 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
68
- | DDRNet23-Slim | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 18.202 ms | 24 - 93 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
69
- | DDRNet23-Slim | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 14.62 ms | 31 - 89 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx.zip) |
70
- | DDRNet23-Slim | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 32.007 ms | 24 - 24 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
71
- | DDRNet23-Slim | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 37.639 ms | 24 - 24 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx.zip) |
72
- | DDRNet23-Slim | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 98.309 ms | 1 - 37 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
73
- | DDRNet23-Slim | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 139.531 ms | 6 - 62 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
74
- | DDRNet23-Slim | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 50.403 ms | 1 - 53 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
75
- | DDRNet23-Slim | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 78.551 ms | 6 - 73 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
76
- | DDRNet23-Slim | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 50.047 ms | 0 - 19 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
77
- | DDRNet23-Slim | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 72.817 ms | 6 - 25 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
78
- | DDRNet23-Slim | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 97.804 ms | 89 - 137 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx.zip) |
79
- | DDRNet23-Slim | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 50.827 ms | 1 - 37 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
80
- | DDRNet23-Slim | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 73.438 ms | 6 - 61 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
81
- | DDRNet23-Slim | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 156.14 ms | 11 - 58 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
82
- | DDRNet23-Slim | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 563.805 ms | 228 - 243 MB | CPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx.zip) |
83
- | DDRNet23-Slim | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 332.667 ms | 21 - 32 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
84
- | DDRNet23-Slim | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 517.09 ms | 218 - 230 MB | CPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx.zip) |
85
- | DDRNet23-Slim | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 98.309 ms | 1 - 37 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
86
- | DDRNet23-Slim | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 139.531 ms | 6 - 62 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
87
- | DDRNet23-Slim | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 50.357 ms | 0 - 18 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
88
- | DDRNet23-Slim | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 72.567 ms | 6 - 28 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
89
- | DDRNet23-Slim | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 58.315 ms | 1 - 45 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
90
- | DDRNet23-Slim | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 82.621 ms | 6 - 64 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
91
- | DDRNet23-Slim | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 50.12 ms | 0 - 17 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
92
- | DDRNet23-Slim | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 72.564 ms | 6 - 27 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
93
- | DDRNet23-Slim | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 50.827 ms | 1 - 37 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
94
- | DDRNet23-Slim | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 73.438 ms | 6 - 61 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
95
- | DDRNet23-Slim | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 50.15 ms | 0 - 19 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
96
- | DDRNet23-Slim | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 72.519 ms | 5 - 24 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
97
- | DDRNet23-Slim | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 97.869 ms | 92 - 139 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx.zip) |
98
- | DDRNet23-Slim | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 37.694 ms | 1 - 49 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
99
- | DDRNet23-Slim | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 54.867 ms | 6 - 72 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
100
- | DDRNet23-Slim | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 75.487 ms | 104 - 844 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx.zip) |
101
- | DDRNet23-Slim | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 46.181 ms | 1 - 42 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
102
- | DDRNet23-Slim | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 49.872 ms | 6 - 72 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
103
- | DDRNet23-Slim | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 68.148 ms | 102 - 444 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx.zip) |
104
- | DDRNet23-Slim | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 76.052 ms | 6 - 6 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
105
- | DDRNet23-Slim | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 100.753 ms | 128 - 128 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx.zip) |
106
 
107
 
108
 
@@ -184,7 +178,7 @@ from qai_hub_models.models.ddrnet23_slim import Model
184
  torch_model = Model.from_pretrained()
185
 
186
  # Device
187
- device = hub.Device("Samsung Galaxy S24")
188
 
189
  # Trace model
190
  input_shape = torch_model.get_input_spec()
 
39
 
40
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
41
  |---|---|---|---|---|---|---|---|---|
42
+ | DDRNet23-Slim | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 113.097 ms | 2 - 49 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
43
+ | DDRNet23-Slim | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 95.23 ms | 24 - 81 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
44
+ | DDRNet23-Slim | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 49.383 ms | 2 - 61 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
45
+ | DDRNet23-Slim | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 59.042 ms | 24 - 83 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
46
+ | DDRNet23-Slim | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 41.853 ms | 2 - 29 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
47
+ | DDRNet23-Slim | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 31.402 ms | 24 - 44 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
48
+ | DDRNet23-Slim | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 24.99 ms | 24 - 73 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx.zip) |
49
+ | DDRNet23-Slim | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 49.952 ms | 2 - 49 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
50
+ | DDRNet23-Slim | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 38.603 ms | 24 - 81 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
51
+ | DDRNet23-Slim | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 113.097 ms | 2 - 49 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
52
+ | DDRNet23-Slim | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 95.23 ms | 24 - 81 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
53
+ | DDRNet23-Slim | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 42.039 ms | 2 - 18 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
54
+ | DDRNet23-Slim | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 31.294 ms | 25 - 48 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
55
+ | DDRNet23-Slim | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 56.007 ms | 2 - 56 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
56
+ | DDRNet23-Slim | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 42.404 ms | 24 - 84 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
57
+ | DDRNet23-Slim | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 41.99 ms | 2 - 27 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
58
+ | DDRNet23-Slim | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 31.18 ms | 24 - 43 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
59
+ | DDRNet23-Slim | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 49.952 ms | 2 - 49 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
60
+ | DDRNet23-Slim | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 38.603 ms | 24 - 81 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
61
+ | DDRNet23-Slim | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 26.938 ms | 1 - 58 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
62
+ | DDRNet23-Slim | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 21.012 ms | 24 - 82 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
63
+ | DDRNet23-Slim | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 16.139 ms | 29 - 85 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx.zip) |
64
+ | DDRNet23-Slim | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 21.408 ms | 1 - 55 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
65
+ | DDRNet23-Slim | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 15.239 ms | 23 - 92 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
66
+ | DDRNet23-Slim | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 12.707 ms | 6 - 68 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx.zip) |
67
+ | DDRNet23-Slim | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 32.037 ms | 31 - 31 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
68
+ | DDRNet23-Slim | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 24.341 ms | 24 - 24 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx.zip) |
69
+ | DDRNet23-Slim | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 99.178 ms | 1 - 37 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
70
+ | DDRNet23-Slim | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 141.267 ms | 6 - 61 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
71
+ | DDRNet23-Slim | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 50.345 ms | 1 - 49 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
72
+ | DDRNet23-Slim | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 78.518 ms | 6 - 72 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
73
+ | DDRNet23-Slim | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 50.347 ms | 0 - 20 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
74
+ | DDRNet23-Slim | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 73.366 ms | 6 - 26 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
75
+ | DDRNet23-Slim | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 100.537 ms | 87 - 131 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx.zip) |
76
+ | DDRNet23-Slim | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 51.268 ms | 1 - 37 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
77
+ | DDRNet23-Slim | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 74.305 ms | 6 - 61 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
78
+ | DDRNet23-Slim | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 158.413 ms | 10 - 58 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
79
+ | DDRNet23-Slim | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 564.929 ms | 231 - 246 MB | CPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx.zip) |
80
+ | DDRNet23-Slim | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 322.059 ms | 21 - 39 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
81
+ | DDRNet23-Slim | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 543.09 ms | 222 - 233 MB | CPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx.zip) |
82
+ | DDRNet23-Slim | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 99.178 ms | 1 - 37 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
83
+ | DDRNet23-Slim | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 141.267 ms | 6 - 61 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
84
+ | DDRNet23-Slim | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 50.482 ms | 0 - 15 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
85
+ | DDRNet23-Slim | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 73.501 ms | 6 - 27 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
86
+ | DDRNet23-Slim | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 58.292 ms | 1 - 44 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
87
+ | DDRNet23-Slim | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 82.734 ms | 6 - 65 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
88
+ | DDRNet23-Slim | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 50.429 ms | 0 - 20 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
89
+ | DDRNet23-Slim | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 73.463 ms | 6 - 26 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
90
+ | DDRNet23-Slim | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 51.268 ms | 1 - 37 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
91
+ | DDRNet23-Slim | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 74.305 ms | 6 - 61 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
92
+ | DDRNet23-Slim | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 38.167 ms | 1 - 50 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
93
+ | DDRNet23-Slim | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 55.237 ms | 6 - 71 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
94
+ | DDRNet23-Slim | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 77.809 ms | 104 - 864 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx.zip) |
95
+ | DDRNet23-Slim | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 37.528 ms | 1 - 42 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
96
+ | DDRNet23-Slim | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 40.417 ms | 6 - 72 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
97
+ | DDRNet23-Slim | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 55.267 ms | 97 - 355 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx.zip) |
98
+ | DDRNet23-Slim | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 77.157 ms | 0 - 0 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
99
+ | DDRNet23-Slim | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 102.239 ms | 128 - 128 MB | NPU | [DDRNet23-Slim.onnx.zip](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx.zip) |
 
 
 
 
 
 
100
 
101
 
102
 
 
178
  torch_model = Model.from_pretrained()
179
 
180
  # Device
181
+ device = hub.Device("Samsung Galaxy S25")
182
 
183
  # Trace model
184
  input_shape = torch_model.get_input_spec()
precompiled/qualcomm-snapdragon-x-elite/DDRNet23-Slim_float.bin DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
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- oid sha256:fefdf017497bf2c7132f8d97f4842cd781c92a47fe60dd1c64f470330b538e82
3
- size 13213696
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/DDRNet23-Slim_float.onnx.zip DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
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- oid sha256:ebb857d75e35cee27825c0976fbe43bcca3fc93234f85f6c7460fd5d488b6453
3
- size 11278457
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/DDRNet23-Slim_w8a8.bin DELETED
@@ -1,3 +0,0 @@
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- version https://git-lfs.github.com/spec/v1
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- oid sha256:0a6f33974fb7d80139c60098cb27be3d009e1156de0464f373c944eef507b56c
3
- size 6885376
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/DDRNet23-Slim_w8a8.onnx.zip DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
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- oid sha256:30c92d1fe5c6cd44374287e5f17b0dc3fecefce667471e53d3a1ae6451777f3b
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- size 5478543
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml DELETED
@@ -1,3 +0,0 @@
1
- tool_versions:
2
- precompiled_qnn_onnx:
3
- qairt: 2.36.4.250725200057_123280
 
 
 
 
tool-versions.yaml CHANGED
@@ -1,4 +1,4 @@
1
  tool_versions:
2
  onnx:
3
- qairt: 2.36.4.250725200057_123280
4
  onnx_runtime: 1.22.2
 
1
  tool_versions:
2
  onnx:
3
+ qairt: 2.37.1.250807093845_124904
4
  onnx_runtime: 1.22.2