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3D-Deep-BOX

Object Detection
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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. 3D-Deep-BOX_VGG3DDetection_float.dlc +2 -2
  2. 3D-Deep-BOX_VGG3DDetection_float.onnx.zip +2 -2
  3. 3D-Deep-BOX_Yolo2DDetection_float.dlc +2 -2
  4. 3D-Deep-BOX_Yolo2DDetection_float.onnx.zip +2 -2
  5. 3D-Deep-BOX_Yolo2DDetection_float.tflite +2 -2
  6. README.md +55 -61
  7. precompiled/qualcomm-snapdragon-x-elite/3D-Deep-BOX_VGG3DDetection_float.bin +0 -3
  8. precompiled/qualcomm-snapdragon-x-elite/3D-Deep-BOX_VGG3DDetection_float.onnx.zip +0 -3
  9. precompiled/qualcomm-snapdragon-x-elite/3D-Deep-BOX_Yolo2DDetection_float.bin +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/3D-Deep-BOX_Yolo2DDetection_float.onnx.zip +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  12. tool-versions.yaml +2 -2
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README.md CHANGED
@@ -39,66 +39,60 @@ 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
- | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 37.871 ms | 0 - 35 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
43
- | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.371 ms | 2 - 43 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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- | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 20.573 ms | 0 - 65 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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- | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.25 ms | 2 - 43 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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- | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 20.675 ms | 0 - 161 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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- | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.333 ms | 0 - 29 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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- | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.612 ms | 0 - 55 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
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- | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 21.372 ms | 0 - 35 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
50
- | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.068 ms | 0 - 39 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
51
- | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 37.871 ms | 0 - 35 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
52
- | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.371 ms | 2 - 43 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
53
- | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 20.716 ms | 0 - 159 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
54
- | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.344 ms | 2 - 12 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
55
- | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 22.505 ms | 0 - 39 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
56
- | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.485 ms | 2 - 39 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
57
- | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 20.636 ms | 0 - 164 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
58
- | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.341 ms | 2 - 11 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
59
- | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 21.372 ms | 0 - 35 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
60
- | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.068 ms | 0 - 39 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
61
- | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 20.818 ms | 0 - 155 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
62
- | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.343 ms | 2 - 17 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
63
- | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.618 ms | 0 - 45 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
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- | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 14.888 ms | 0 - 63 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
65
- | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.677 ms | 1 - 52 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
66
- | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.815 ms | 1 - 48 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
67
- | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 16.925 ms | 0 - 40 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
68
- | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.822 ms | 2 - 48 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
69
- | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.06 ms | 2 - 43 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
70
- | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.581 ms | 61 - 61 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
71
- | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.69 ms | 19 - 19 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
72
- | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 33.641 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
73
- | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 33.158 ms | 0 - 76 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
74
- | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.898 ms | 0 - 133 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
75
- | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.945 ms | 0 - 84 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
76
- | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 5.334 ms | 0 - 734 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
77
- | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 5.109 ms | 0 - 424 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
78
- | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.186 ms | 0 - 487 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
79
- | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 9.491 ms | 0 - 78 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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- | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 9.084 ms | 0 - 76 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
81
- | VGG3DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 33.641 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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- | VGG3DDetection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 33.158 ms | 0 - 76 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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- | VGG3DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 5.348 ms | 0 - 735 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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- | VGG3DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 5.107 ms | 0 - 445 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
85
- | VGG3DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 10.433 ms | 0 - 83 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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- | VGG3DDetection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 10.02 ms | 1 - 80 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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- | VGG3DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 5.347 ms | 0 - 737 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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- | VGG3DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 5.106 ms | 0 - 432 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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- | VGG3DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 9.491 ms | 0 - 78 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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- | VGG3DDetection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 9.084 ms | 0 - 76 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
91
- | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 5.348 ms | 0 - 734 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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- | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 5.103 ms | 0 - 445 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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- | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.168 ms | 0 - 487 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
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- | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.975 ms | 0 - 131 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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- | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.847 ms | 0 - 84 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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- | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.059 ms | 0 - 82 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
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- | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 4.056 ms | 0 - 83 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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- | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 3.608 ms | 1 - 83 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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- | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.846 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
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- | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 5.109 ms | 446 - 446 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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- | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.183 ms | 88 - 88 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
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@@ -180,7 +174,7 @@ from qai_hub_models.models.deepbox import Model
180
  torch_model = Model.from_pretrained()
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  # Device
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- device = hub.Device("Samsung Galaxy S24")
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  # Trace model
186
  input_shape = torch_model.get_input_spec()
 
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40
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
41
  |---|---|---|---|---|---|---|---|---|
42
+ | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.731 ms | 0 - 17 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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+ | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.565 ms | 2 - 18 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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+ | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.985 ms | 0 - 54 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
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+ | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.821 ms | 2 - 28 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
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+ | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.469 ms | 0 - 207 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
47
+ | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.376 ms | 0 - 68 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
48
+ | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.742 ms | 0 - 72 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
49
+ | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.361 ms | 0 - 17 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
50
+ | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.256 ms | 0 - 17 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
51
+ | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.731 ms | 0 - 17 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
52
+ | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.565 ms | 2 - 18 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
53
+ | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.472 ms | 0 - 211 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
54
+ | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.381 ms | 0 - 74 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
55
+ | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.604 ms | 0 - 22 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
56
+ | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.528 ms | 0 - 21 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
57
+ | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.477 ms | 0 - 213 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
58
+ | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.378 ms | 0 - 68 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
59
+ | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.361 ms | 0 - 17 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
60
+ | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.256 ms | 0 - 17 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
61
+ | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.142 ms | 0 - 53 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
62
+ | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.117 ms | 2 - 27 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
63
+ | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.311 ms | 0 - 26 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
64
+ | Yolo2DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.968 ms | 0 - 24 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
65
+ | Yolo2DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.883 ms | 2 - 21 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
66
+ | Yolo2DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.118 ms | 0 - 23 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
67
+ | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.529 ms | 77 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
68
+ | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.676 ms | 22 - 22 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
69
+ | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 33.672 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
70
+ | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 33.193 ms | 0 - 76 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
71
+ | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.895 ms | 0 - 134 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
72
+ | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.925 ms | 0 - 85 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
73
+ | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 5.34 ms | 0 - 733 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
74
+ | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 5.096 ms | 0 - 457 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
75
+ | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.223 ms | 1 - 468 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
76
+ | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 9.473 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
77
+ | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 9.122 ms | 0 - 76 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
78
+ | VGG3DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 33.672 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
79
+ | VGG3DDetection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 33.193 ms | 0 - 76 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
80
+ | VGG3DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 5.354 ms | 0 - 735 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
81
+ | VGG3DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 5.104 ms | 0 - 437 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
82
+ | VGG3DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 10.511 ms | 0 - 83 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
83
+ | VGG3DDetection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 10.071 ms | 0 - 81 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
84
+ | VGG3DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 5.346 ms | 0 - 726 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
85
+ | VGG3DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 5.101 ms | 0 - 434 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
86
+ | VGG3DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 9.473 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
87
+ | VGG3DDetection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 9.122 ms | 0 - 76 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
88
+ | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.969 ms | 0 - 129 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
89
+ | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.853 ms | 1 - 85 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
90
+ | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.921 ms | 0 - 83 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
91
+ | VGG3DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 3.436 ms | 0 - 85 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
92
+ | VGG3DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 3.078 ms | 1 - 82 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
93
+ | VGG3DDetection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.176 ms | 0 - 82 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
94
+ | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 5.096 ms | 444 - 444 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
95
+ | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.162 ms | 89 - 89 MB | NPU | [3D-Deep-BOX.onnx.zip](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx.zip) |
 
 
 
 
 
 
96
 
97
 
98
 
 
174
  torch_model = Model.from_pretrained()
175
 
176
  # Device
177
+ device = hub.Device("Samsung Galaxy S25")
178
 
179
  # Trace model
180
  input_shape = torch_model.get_input_spec()
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