Hugging Face's logo

qualcomm
/
3D-Deep-BOX

Object Detection
PyTorch
LiteRT
ONNX
real_time
android
Model card Files Community
qaihm-bot commited on
Commit
e670adf
·
verified ·
1 Parent(s): 79a11e6

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +60 -60
README.md CHANGED
@@ -38,64 +38,64 @@ More details on model performance across various devices, can be found
38
 
39
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
- | Yolo | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 22.214 ms | 0 - 130 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
42
  | Yolo | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.435 ms | 2 - 4 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.so) |
43
- | Yolo | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 5.258 ms | 0 - 65 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.onnx) |
44
- | Yolo | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 16.453 ms | 10 - 68 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
45
- | Yolo | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.706 ms | 2 - 20 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.so) |
46
- | Yolo | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 3.739 ms | 0 - 23 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.onnx) |
47
- | Yolo | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 17.131 ms | 0 - 36 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
48
- | Yolo | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.114 ms | 2 - 21 MB | FP16 | NPU | Use Export Script |
49
- | Yolo | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.408 ms | 1 - 19 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.onnx) |
50
- | Yolo | SA7255P ADP | SA7255P | TFLITE | 68.046 ms | 0 - 29 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
51
- | Yolo | SA7255P ADP | SA7255P | QNN | 34.578 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
52
- | Yolo | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 22.614 ms | 0 - 140 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
53
- | Yolo | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.433 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
54
- | Yolo | SA8295P ADP | SA8295P | TFLITE | 23.738 ms | 0 - 32 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
55
- | Yolo | SA8295P ADP | SA8295P | QNN | 3.469 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
56
- | Yolo | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 22.518 ms | 0 - 136 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
57
- | Yolo | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.459 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
58
- | Yolo | SA8775P ADP | SA8775P | TFLITE | 27.985 ms | 0 - 30 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
59
- | Yolo | SA8775P ADP | SA8775P | QNN | 3.871 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
60
- | Yolo | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 68.046 ms | 0 - 29 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
61
- | Yolo | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 34.578 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
62
- | Yolo | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 22.036 ms | 0 - 137 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
63
- | Yolo | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.431 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
64
- | Yolo | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 27.985 ms | 0 - 30 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
65
- | Yolo | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.871 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
66
- | Yolo | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 22.427 ms | 0 - 56 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
67
- | Yolo | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.192 ms | 2 - 26 MB | FP16 | NPU | Use Export Script |
68
- | Yolo | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.629 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
69
- | Yolo | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.38 ms | 3 - 3 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.onnx) |
70
- | VGG | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 4.723 ms | 0 - 674 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
71
- | VGG | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.778 ms | 1 - 3 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.so) |
72
- | VGG | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 5.524 ms | 0 - 283 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.onnx) |
73
- | VGG | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.531 ms | 0 - 125 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
74
- | VGG | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.804 ms | 1 - 19 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.so) |
75
- | VGG | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 4.096 ms | 0 - 78 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.onnx) |
76
- | VGG | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.444 ms | 0 - 81 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
77
- | VGG | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.468 ms | 1 - 77 MB | FP16 | NPU | Use Export Script |
78
- | VGG | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.821 ms | 1 - 78 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.onnx) |
79
- | VGG | SA7255P ADP | SA7255P | TFLITE | 257.89 ms | 0 - 73 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
80
- | VGG | SA7255P ADP | SA7255P | QNN | 257.979 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
81
- | VGG | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.716 ms | 0 - 674 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
82
- | VGG | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.784 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
83
- | VGG | SA8295P ADP | SA8295P | TFLITE | 9.756 ms | 0 - 79 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
84
- | VGG | SA8295P ADP | SA8295P | QNN | 9.895 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
85
- | VGG | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.731 ms | 0 - 671 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
86
- | VGG | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.785 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
87
- | VGG | SA8775P ADP | SA8775P | TFLITE | 10.778 ms | 0 - 74 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
88
- | VGG | SA8775P ADP | SA8775P | QNN | 10.89 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
89
- | VGG | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 257.89 ms | 0 - 73 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
90
- | VGG | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 257.979 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
91
- | VGG | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.715 ms | 0 - 689 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
92
- | VGG | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.777 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
93
- | VGG | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 10.778 ms | 0 - 74 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
94
- | VGG | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 10.89 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
95
- | VGG | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 8.279 ms | 0 - 126 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
96
- | VGG | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 8.876 ms | 1 - 81 MB | FP16 | NPU | Use Export Script |
97
- | VGG | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.008 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
98
- | VGG | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.154 ms | 89 - 89 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.onnx) |
99
 
100
 
101
 
@@ -159,8 +159,8 @@ Profiling Results
159
  Yolo
160
  Device : Samsung Galaxy S23 (13)
161
  Runtime : TFLITE
162
- Estimated inference time (ms) : 22.2
163
- Estimated peak memory usage (MB): [0, 130]
164
  Total # Ops : 128
165
  Compute Unit(s) : NPU (128 ops)
166
 
@@ -169,7 +169,7 @@ VGG
169
  Device : Samsung Galaxy S23 (13)
170
  Runtime : TFLITE
171
  Estimated inference time (ms) : 4.7
172
- Estimated peak memory usage (MB): [0, 674]
173
  Total # Ops : 40
174
  Compute Unit(s) : NPU (40 ops)
175
  ```
 
38
 
39
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | Yolo | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 21.944 ms | 0 - 135 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
42
  | Yolo | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.435 ms | 2 - 4 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.so) |
43
+ | Yolo | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 5.173 ms | 3 - 54 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.onnx) |
44
+ | Yolo | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 16.556 ms | 0 - 61 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
45
+ | Yolo | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.748 ms | 2 - 22 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.so) |
46
+ | Yolo | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 3.528 ms | 1 - 26 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.onnx) |
47
+ | Yolo | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 14.082 ms | 0 - 33 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
48
+ | Yolo | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.087 ms | 2 - 19 MB | FP16 | NPU | Use Export Script |
49
+ | Yolo | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.32 ms | 2 - 15 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.onnx) |
50
+ | Yolo | SA7255P ADP | SA7255P | TFLITE | 67.784 ms | 0 - 29 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
51
+ | Yolo | SA7255P ADP | SA7255P | QNN | 34.599 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
52
+ | Yolo | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 22.109 ms | 0 - 141 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
53
+ | Yolo | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.436 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
54
+ | Yolo | SA8295P ADP | SA8295P | TFLITE | 23.94 ms | 0 - 31 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
55
+ | Yolo | SA8295P ADP | SA8295P | QNN | 3.475 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
56
+ | Yolo | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 21.84 ms | 0 - 140 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
57
+ | Yolo | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.426 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
58
+ | Yolo | SA8775P ADP | SA8775P | TFLITE | 27.669 ms | 0 - 29 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
59
+ | Yolo | SA8775P ADP | SA8775P | QNN | 3.837 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
60
+ | Yolo | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 67.784 ms | 0 - 29 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
61
+ | Yolo | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 34.599 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
62
+ | Yolo | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 21.809 ms | 0 - 136 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
63
+ | Yolo | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.44 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
64
+ | Yolo | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 27.669 ms | 0 - 29 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
65
+ | Yolo | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.837 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
66
+ | Yolo | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 22.505 ms | 0 - 60 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.tflite) |
67
+ | Yolo | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.531 ms | 2 - 22 MB | FP16 | NPU | Use Export Script |
68
+ | Yolo | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.653 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
69
+ | Yolo | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.558 ms | 11 - 11 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo.onnx) |
70
+ | VGG | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 4.72 ms | 0 - 667 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
71
+ | VGG | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.775 ms | 1 - 2 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.so) |
72
+ | VGG | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 5.323 ms | 0 - 511 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.onnx) |
73
+ | VGG | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.572 ms | 0 - 125 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
74
+ | VGG | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.753 ms | 0 - 18 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.so) |
75
+ | VGG | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 4.057 ms | 0 - 82 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.onnx) |
76
+ | VGG | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.454 ms | 0 - 78 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
77
+ | VGG | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.427 ms | 1 - 76 MB | FP16 | NPU | Use Export Script |
78
+ | VGG | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.811 ms | 1 - 75 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.onnx) |
79
+ | VGG | SA7255P ADP | SA7255P | TFLITE | 257.893 ms | 0 - 73 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
80
+ | VGG | SA7255P ADP | SA7255P | QNN | 257.859 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
81
+ | VGG | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.721 ms | 0 - 669 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
82
+ | VGG | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.801 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
83
+ | VGG | SA8295P ADP | SA8295P | TFLITE | 9.753 ms | 0 - 76 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
84
+ | VGG | SA8295P ADP | SA8295P | QNN | 9.913 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
85
+ | VGG | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.729 ms | 0 - 664 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
86
+ | VGG | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.776 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
87
+ | VGG | SA8775P ADP | SA8775P | TFLITE | 10.811 ms | 0 - 73 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
88
+ | VGG | SA8775P ADP | SA8775P | QNN | 10.713 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
89
+ | VGG | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 257.893 ms | 0 - 73 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
90
+ | VGG | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 257.859 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
91
+ | VGG | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.721 ms | 0 - 668 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
92
+ | VGG | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.772 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
93
+ | VGG | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 10.811 ms | 0 - 73 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
94
+ | VGG | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 10.713 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
95
+ | VGG | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 8.44 ms | 0 - 125 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.tflite) |
96
+ | VGG | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 8.649 ms | 1 - 83 MB | FP16 | NPU | Use Export Script |
97
+ | VGG | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.023 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
98
+ | VGG | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.251 ms | 89 - 89 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG.onnx) |
99
 
100
 
101
 
 
159
  Yolo
160
  Device : Samsung Galaxy S23 (13)
161
  Runtime : TFLITE
162
+ Estimated inference time (ms) : 21.9
163
+ Estimated peak memory usage (MB): [0, 135]
164
  Total # Ops : 128
165
  Compute Unit(s) : NPU (128 ops)
166
 
 
169
  Device : Samsung Galaxy S23 (13)
170
  Runtime : TFLITE
171
  Estimated inference time (ms) : 4.7
172
+ Estimated peak memory usage (MB): [0, 667]
173
  Total # Ops : 40
174
  Compute Unit(s) : NPU (40 ops)
175
  ```