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3D-Deep-BOX

Object Detection
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v0.33.0

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See https://github.com/quic/ai-hub-models/releases/v0.33.0 for changelog.

Files changed (11) hide show
  1. 3D-Deep-BOX_VGG3DDetection.dlc +2 -2
  2. 3D-Deep-BOX_VGG3DDetection.onnx → 3D-Deep-BOX_VGG3DDetection.onnx.zip +2 -2
  3. 3D-Deep-BOX_VGG3DDetection.tflite +2 -2
  4. 3D-Deep-BOX_Yolo2DDetection.dlc +2 -2
  5. 3D-Deep-BOX_Yolo2DDetection.onnx → 3D-Deep-BOX_Yolo2DDetection.onnx.zip +2 -2
  6. README.md +63 -63
  7. precompiled/qualcomm-snapdragon-x-elite/3D-Deep-BOX_VGG3DDetection.bin +3 -0
  8. precompiled/qualcomm-snapdragon-x-elite/3D-Deep-BOX_VGG3DDetection.onnx.zip +3 -0
  9. precompiled/qualcomm-snapdragon-x-elite/3D-Deep-BOX_Yolo2DDetection.bin +3 -0
  10. precompiled/qualcomm-snapdragon-x-elite/3D-Deep-BOX_Yolo2DDetection.onnx.zip +3 -0
  11. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
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README.md CHANGED
@@ -38,64 +38,64 @@ More details on model performance across various devices, can be found
38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
- | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 38.346 ms | 0 - 29 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
42
- | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.463 ms | 2 - 39 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
43
- | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 21.123 ms | 0 - 59 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
44
- | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.298 ms | 2 - 39 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
45
- | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 20.628 ms | 0 - 151 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
46
- | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.384 ms | 1 - 41 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
47
- | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 22.077 ms | 0 - 30 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
48
- | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.106 ms | 2 - 37 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
49
- | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 38.346 ms | 0 - 29 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
50
- | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.463 ms | 2 - 39 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
51
- | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 20.793 ms | 0 - 145 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
52
- | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.374 ms | 2 - 16 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
53
- | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 23.372 ms | 0 - 33 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
54
- | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.49 ms | 2 - 34 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
55
- | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 20.807 ms | 0 - 149 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
56
- | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.384 ms | 0 - 38 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
57
- | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 22.077 ms | 0 - 30 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
58
- | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.106 ms | 2 - 37 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
59
- | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 20.904 ms | 0 - 145 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
60
- | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.377 ms | 2 - 15 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 | ONNX | 2.638 ms | 0 - 69 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
62
- | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 15.688 ms | 0 - 58 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
63
- | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.767 ms | 2 - 48 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
64
- | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.881 ms | 1 - 46 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
65
- | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 16.652 ms | 0 - 34 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
66
- | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.824 ms | 2 - 40 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
67
- | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.071 ms | 1 - 37 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
68
- | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.604 ms | 40 - 40 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
69
- | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.715 ms | 18 - 18 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
70
- | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 32.845 ms | 0 - 74 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
71
- | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 32.765 ms | 0 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
72
- | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.292 ms | 0 - 127 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
73
- | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.623 ms | 1 - 84 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
74
- | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.73 ms | 0 - 740 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
75
- | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.783 ms | 0 - 461 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
76
- | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 8.92 ms | 0 - 74 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 | 8.895 ms | 1 - 77 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 | 32.845 ms | 0 - 74 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 | 32.765 ms | 0 - 77 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 | 4.739 ms | 0 - 747 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 | 4.778 ms | 0 - 459 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 | 9.747 ms | 0 - 79 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 | 9.728 ms | 1 - 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 | 4.745 ms | 0 - 705 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 | 4.775 ms | 0 - 459 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 | 8.92 ms | 0 - 74 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 | 8.895 ms | 1 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
88
- | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 4.736 ms | 0 - 741 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
89
- | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.777 ms | 0 - 472 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
90
- | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.049 ms | 0 - 469 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
91
- | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.555 ms | 0 - 123 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
92
- | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.659 ms | 1 - 85 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
93
- | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.799 ms | 0 - 82 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
94
- | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.447 ms | 0 - 79 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
95
- | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 3.494 ms | 1 - 80 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
96
- | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.712 ms | 1 - 79 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
97
- | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.877 ms | 449 - 449 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
98
- | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.971 ms | 89 - 89 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
99
 
100
 
101
 
@@ -159,8 +159,8 @@ Profiling Results
159
  Yolo2DDetection
160
  Device : cs_8275 (ANDROID 14)
161
  Runtime : TFLITE
162
- Estimated inference time (ms) : 38.3
163
- Estimated peak memory usage (MB): [0, 29]
164
  Total # Ops : 129
165
  Compute Unit(s) : npu (129 ops) gpu (0 ops) cpu (0 ops)
166
 
@@ -168,10 +168,10 @@ Compute Unit(s) : npu (129 ops) gpu (0 ops) cpu (0 ops)
168
  VGG3DDetection
169
  Device : cs_8275 (ANDROID 14)
170
  Runtime : TFLITE
171
- Estimated inference time (ms) : 32.8
172
  Estimated peak memory usage (MB): [0, 74]
173
- Total # Ops : 40
174
- Compute Unit(s) : npu (40 ops) gpu (0 ops) cpu (0 ops)
175
  ```
176
 
177
 
 
38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 38.802 ms | 0 - 30 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
42
+ | Yolo2DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.45 ms | 2 - 39 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
43
+ | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 21.463 ms | 0 - 62 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
44
+ | Yolo2DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.289 ms | 2 - 41 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
45
+ | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 20.879 ms | 0 - 144 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
46
+ | Yolo2DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.38 ms | 2 - 18 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
47
+ | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 22.06 ms | 0 - 30 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
48
+ | Yolo2DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.099 ms | 2 - 38 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
49
+ | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 38.802 ms | 0 - 30 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
50
+ | Yolo2DDetection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.45 ms | 2 - 39 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
51
+ | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 21.023 ms | 0 - 156 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
52
+ | Yolo2DDetection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.392 ms | 0 - 12 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
53
+ | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 23.096 ms | 0 - 32 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
54
+ | Yolo2DDetection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.494 ms | 2 - 32 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
55
+ | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 20.964 ms | 0 - 148 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
56
+ | Yolo2DDetection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.384 ms | 1 - 39 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
57
+ | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 22.06 ms | 0 - 30 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
58
+ | Yolo2DDetection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.099 ms | 2 - 38 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
59
+ | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 20.867 ms | 0 - 146 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
60
+ | Yolo2DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.381 ms | 2 - 16 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 | ONNX | 2.639 ms | 0 - 22 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
62
+ | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 15.587 ms | 0 - 59 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
63
+ | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.77 ms | 2 - 51 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
64
+ | Yolo2DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.863 ms | 0 - 41 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
65
+ | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 16.237 ms | 0 - 32 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
66
+ | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.822 ms | 2 - 37 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
67
+ | Yolo2DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.08 ms | 1 - 39 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
68
+ | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.621 ms | 40 - 40 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
69
+ | Yolo2DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.738 ms | 19 - 19 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
70
+ | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 33.803 ms | 0 - 74 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
71
+ | VGG3DDetection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 33.034 ms | 0 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
72
+ | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.992 ms | 0 - 126 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
73
+ | VGG3DDetection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 10.201 ms | 1 - 90 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
74
+ | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 5.406 ms | 0 - 730 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
75
+ | VGG3DDetection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 5.02 ms | 0 - 435 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
76
+ | VGG3DDetection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 9.551 ms | 0 - 75 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 | 9.022 ms | 0 - 77 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 | 33.803 ms | 0 - 74 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 | 33.034 ms | 0 - 77 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 | 5.408 ms | 0 - 722 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 | 5.025 ms | 0 - 429 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 | 10.477 ms | 0 - 79 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 | 10.005 ms | 1 - 82 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 | 5.401 ms | 0 - 733 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 | 5.025 ms | 0 - 375 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 | 9.551 ms | 0 - 75 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 | 9.022 ms | 0 - 77 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
88
+ | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 5.413 ms | 0 - 731 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
89
+ | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 5.027 ms | 0 - 426 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
90
+ | VGG3DDetection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.074 ms | 0 - 379 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
91
+ | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.024 ms | 0 - 123 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
92
+ | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.798 ms | 1 - 89 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
93
+ | VGG3DDetection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.957 ms | 0 - 86 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
94
+ | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.402 ms | 0 - 80 MB | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.tflite) |
95
+ | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 3.636 ms | 1 - 82 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
96
+ | VGG3DDetection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.844 ms | 0 - 83 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
97
+ | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 5.41 ms | 443 - 443 MB | NPU | [3D-Deep-BOX.dlc](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.dlc) |
98
+ | VGG3DDetection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.0 ms | 88 - 88 MB | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/3D-Deep-BOX.onnx) |
99
 
100
 
101
 
 
159
  Yolo2DDetection
160
  Device : cs_8275 (ANDROID 14)
161
  Runtime : TFLITE
162
+ Estimated inference time (ms) : 38.8
163
+ Estimated peak memory usage (MB): [0, 30]
164
  Total # Ops : 129
165
  Compute Unit(s) : npu (129 ops) gpu (0 ops) cpu (0 ops)
166
 
 
168
  VGG3DDetection
169
  Device : cs_8275 (ANDROID 14)
170
  Runtime : TFLITE
171
+ Estimated inference time (ms) : 33.8
172
  Estimated peak memory usage (MB): [0, 74]
173
+ Total # Ops : 43
174
+ Compute Unit(s) : npu (43 ops) gpu (0 ops) cpu (0 ops)
175
  ```
176
 
177
 
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