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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 (18) hide show
  1. MobileNet-v2_float.dlc +2 -2
  2. MobileNet-v2_float.onnx.zip +2 -2
  3. MobileNet-v2_w8a16.dlc +2 -2
  4. MobileNet-v2_w8a16.onnx.zip +2 -2
  5. MobileNet-v2_w8a16_mixed_int16.dlc +2 -2
  6. MobileNet-v2_w8a16_mixed_int16.onnx.zip +2 -2
  7. README.md +60 -68
  8. precompiled/qualcomm-qcs6490-proxy/MobileNet-v2_w8a16.bin +0 -3
  9. precompiled/qualcomm-qcs6490-proxy/MobileNet-v2_w8a16.onnx.zip +0 -3
  10. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/MobileNet-v2_float.bin +0 -3
  12. precompiled/qualcomm-snapdragon-x-elite/MobileNet-v2_float.onnx.zip +0 -3
  13. precompiled/qualcomm-snapdragon-x-elite/MobileNet-v2_w8a16.bin +0 -3
  14. precompiled/qualcomm-snapdragon-x-elite/MobileNet-v2_w8a16.onnx.zip +0 -3
  15. precompiled/qualcomm-snapdragon-x-elite/MobileNet-v2_w8a16_mixed_int16.bin +0 -3
  16. precompiled/qualcomm-snapdragon-x-elite/MobileNet-v2_w8a16_mixed_int16.onnx.zip +0 -3
  17. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  18. tool-versions.yaml +1 -1
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README.md CHANGED
@@ -38,75 +38,67 @@ 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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- | MobileNet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.741 ms | 0 - 24 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.576 ms | 1 - 21 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
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- | MobileNet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.031 ms | 0 - 37 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.521 ms | 0 - 34 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
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- | MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.862 ms | 0 - 67 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.84 ms | 0 - 45 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
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- | MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.729 ms | 0 - 45 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx.zip) |
48
- | MobileNet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.198 ms | 0 - 24 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
49
- | MobileNet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.17 ms | 1 - 22 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
50
- | MobileNet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.741 ms | 0 - 24 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
51
- | MobileNet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.576 ms | 1 - 21 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
52
- | MobileNet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.866 ms | 0 - 67 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
53
- | MobileNet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.848 ms | 0 - 46 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
54
- | MobileNet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.429 ms | 0 - 29 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
55
- | MobileNet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.424 ms | 1 - 27 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
56
- | MobileNet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.87 ms | 0 - 68 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
57
- | MobileNet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.847 ms | 1 - 7 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
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- | MobileNet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.198 ms | 0 - 24 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
59
- | MobileNet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.17 ms | 1 - 22 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
60
- | MobileNet-v2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.865 ms | 0 - 68 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.846 ms | 0 - 47 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
62
- | MobileNet-v2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.72 ms | 0 - 22 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx.zip) |
63
- | MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.567 ms | 0 - 38 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.554 ms | 0 - 33 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
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- | MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.487 ms | 0 - 37 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx.zip) |
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- | MobileNet-v2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.551 ms | 0 - 29 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
67
- | MobileNet-v2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.515 ms | 0 - 24 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
68
- | MobileNet-v2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.519 ms | 0 - 22 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx.zip) |
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- | MobileNet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.007 ms | 53 - 53 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
70
- | MobileNet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.785 ms | 7 - 7 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx.zip) |
71
- | MobileNet-v2 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.747 ms | 0 - 20 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
72
- | MobileNet-v2 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.985 ms | 0 - 39 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
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- | MobileNet-v2 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.823 ms | 0 - 29 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
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- | MobileNet-v2 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 72.886 ms | 0 - 119 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx.zip) |
75
- | MobileNet-v2 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.023 ms | 0 - 20 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
76
- | MobileNet-v2 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 2.765 ms | 0 - 26 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
77
- | MobileNet-v2 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 27.055 ms | 11 - 24 MB | CPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx.zip) |
78
- | MobileNet-v2 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 24.492 ms | 10 - 22 MB | CPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx.zip) |
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- | MobileNet-v2 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.747 ms | 0 - 20 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
80
- | MobileNet-v2 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.821 ms | 0 - 28 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
81
- | MobileNet-v2 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.257 ms | 0 - 30 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
82
  | MobileNet-v2 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.823 ms | 0 - 28 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
83
- | MobileNet-v2 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.023 ms | 0 - 20 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
84
- | MobileNet-v2 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.824 ms | 0 - 28 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
85
- | MobileNet-v2 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 76.07 ms | 0 - 168 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx.zip) |
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- | MobileNet-v2 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.564 ms | 0 - 34 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
87
- | MobileNet-v2 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 59.276 ms | 11 - 1923 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx.zip) |
88
- | MobileNet-v2 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.44 ms | 0 - 27 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
89
- | MobileNet-v2 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 58.394 ms | 0 - 648 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx.zip) |
90
- | MobileNet-v2 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.973 ms | 23 - 23 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
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- | MobileNet-v2 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 75.525 ms | 29 - 29 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx.zip) |
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- | MobileNet-v2 | w8a16_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.895 ms | 0 - 21 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
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- | MobileNet-v2 | w8a16_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.892 ms | 0 - 26 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
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- | MobileNet-v2 | w8a16_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 64.03 ms | 0 - 165 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.onnx.zip) |
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- | MobileNet-v2 | w8a16_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.099 ms | 0 - 21 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
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- | MobileNet-v2 | w8a16_mixed_int16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 27.349 ms | 11 - 23 MB | CPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.onnx.zip) |
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- | MobileNet-v2 | w8a16_mixed_int16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 22.328 ms | 10 - 23 MB | CPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.onnx.zip) |
98
- | MobileNet-v2 | w8a16_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.895 ms | 0 - 21 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
99
- | MobileNet-v2 | w8a16_mixed_int16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.89 ms | 0 - 26 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
100
- | MobileNet-v2 | w8a16_mixed_int16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.894 ms | 0 - 27 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
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- | MobileNet-v2 | w8a16_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.099 ms | 0 - 21 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
102
- | MobileNet-v2 | w8a16_mixed_int16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.895 ms | 0 - 27 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
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- | MobileNet-v2 | w8a16_mixed_int16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 65.955 ms | 11 - 115 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.onnx.zip) |
104
- | MobileNet-v2 | w8a16_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.591 ms | 0 - 35 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
105
- | MobileNet-v2 | w8a16_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 47.982 ms | 9 - 1934 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.onnx.zip) |
106
- | MobileNet-v2 | w8a16_mixed_int16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.4 ms | 0 - 31 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
107
- | MobileNet-v2 | w8a16_mixed_int16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 49.404 ms | 0 - 648 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.onnx.zip) |
108
  | MobileNet-v2 | w8a16_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.043 ms | 23 - 23 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
109
- | MobileNet-v2 | w8a16_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 76.113 ms | 29 - 29 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.onnx.zip) |
110
 
111
 
112
 
@@ -188,7 +180,7 @@ from qai_hub_models.models.mobilenet_v2 import Model
188
  torch_model = Model.from_pretrained()
189
 
190
  # Device
191
- device = hub.Device("Samsung Galaxy S24")
192
 
193
  # Trace model
194
  input_shape = torch_model.get_input_spec()
 
38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | MobileNet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.738 ms | 0 - 24 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
42
+ | MobileNet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.592 ms | 1 - 21 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
43
+ | MobileNet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.038 ms | 0 - 37 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
44
+ | MobileNet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.528 ms | 0 - 35 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
45
+ | MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.865 ms | 0 - 68 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
46
+ | MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.847 ms | 0 - 44 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
47
+ | MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.825 ms | 0 - 45 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx.zip) |
48
+ | MobileNet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.221 ms | 0 - 24 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
49
+ | MobileNet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.181 ms | 1 - 22 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
50
+ | MobileNet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.738 ms | 0 - 24 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
51
+ | MobileNet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.592 ms | 1 - 21 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
52
+ | MobileNet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.868 ms | 0 - 68 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
53
+ | MobileNet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.846 ms | 0 - 45 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
54
+ | MobileNet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.428 ms | 0 - 29 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
55
+ | MobileNet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.425 ms | 1 - 28 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
56
+ | MobileNet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.867 ms | 0 - 69 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
57
+ | MobileNet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.849 ms | 1 - 7 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
58
+ | MobileNet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.221 ms | 0 - 24 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
59
+ | MobileNet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.181 ms | 1 - 22 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
60
+ | MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.57 ms | 0 - 39 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
61
+ | MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.558 ms | 0 - 40 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
62
+ | MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.537 ms | 0 - 38 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx.zip) |
63
+ | MobileNet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.456 ms | 0 - 26 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
64
+ | MobileNet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.424 ms | 1 - 25 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
65
+ | MobileNet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.433 ms | 0 - 27 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx.zip) |
66
+ | MobileNet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.011 ms | 53 - 53 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
67
+ | MobileNet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.771 ms | 7 - 7 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx.zip) |
68
+ | MobileNet-v2 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.763 ms | 0 - 20 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
69
+ | MobileNet-v2 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.987 ms | 0 - 33 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
70
+ | MobileNet-v2 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.824 ms | 0 - 28 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
71
+ | MobileNet-v2 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 59.335 ms | 0 - 123 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx.zip) |
72
+ | MobileNet-v2 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.039 ms | 0 - 20 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
73
+ | MobileNet-v2 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 2.828 ms | 0 - 24 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
74
+ | MobileNet-v2 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 27.407 ms | 11 - 23 MB | CPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx.zip) |
75
+ | MobileNet-v2 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 22.208 ms | 10 - 22 MB | CPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx.zip) |
76
+ | MobileNet-v2 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.763 ms | 0 - 20 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
77
+ | MobileNet-v2 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.826 ms | 0 - 28 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
78
+ | MobileNet-v2 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.3 ms | 0 - 27 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
 
 
 
79
  | MobileNet-v2 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.823 ms | 0 - 28 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
80
+ | MobileNet-v2 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.039 ms | 0 - 20 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
81
+ | MobileNet-v2 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.564 ms | 0 - 37 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
82
+ | MobileNet-v2 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 46.345 ms | 10 - 1921 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx.zip) |
83
+ | MobileNet-v2 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.36 ms | 0 - 26 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
84
+ | MobileNet-v2 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 41.761 ms | 0 - 620 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx.zip) |
85
+ | MobileNet-v2 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.971 ms | 23 - 23 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
86
+ | MobileNet-v2 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 73.272 ms | 29 - 29 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx.zip) |
87
+ | MobileNet-v2 | w8a16_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.899 ms | 0 - 22 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
88
+ | MobileNet-v2 | w8a16_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.895 ms | 0 - 27 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
89
+ | MobileNet-v2 | w8a16_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 58.791 ms | 0 - 133 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.onnx.zip) |
90
+ | MobileNet-v2 | w8a16_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.102 ms | 0 - 22 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
91
+ | MobileNet-v2 | w8a16_mixed_int16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 28.879 ms | 11 - 22 MB | CPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.onnx.zip) |
92
+ | MobileNet-v2 | w8a16_mixed_int16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 22.627 ms | 11 - 22 MB | CPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.onnx.zip) |
93
+ | MobileNet-v2 | w8a16_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.899 ms | 0 - 22 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
94
+ | MobileNet-v2 | w8a16_mixed_int16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.893 ms | 0 - 16 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
95
+ | MobileNet-v2 | w8a16_mixed_int16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.897 ms | 0 - 26 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
96
+ | MobileNet-v2 | w8a16_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.102 ms | 0 - 22 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
97
+ | MobileNet-v2 | w8a16_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.579 ms | 0 - 34 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
98
+ | MobileNet-v2 | w8a16_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.397 ms | 0 - 29 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
99
+ | MobileNet-v2 | w8a16_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 42.022 ms | 9 - 628 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.onnx.zip) |
 
 
 
 
 
100
  | MobileNet-v2 | w8a16_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.043 ms | 23 - 23 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
101
+ | MobileNet-v2 | w8a16_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 71.007 ms | 29 - 29 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.onnx.zip) |
102
 
103
 
104
 
 
180
  torch_model = Model.from_pretrained()
181
 
182
  # Device
183
+ device = hub.Device("Samsung Galaxy S25")
184
 
185
  # Trace model
186
  input_shape = torch_model.get_input_spec()
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