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Yolo-v7

Object Detection
PyTorch
real_time
android
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@@ -33,85 +33,84 @@ This model is an implementation of Yolo-v7 found [here](https://github.com/WongK
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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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- | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 34.832 ms | 1 - 24 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 23.753 ms | 1 - 10 MB | NPU | -- |
38
- | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 20.982 ms | 1 - 42 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 12.616 ms | 5 - 41 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 17.428 ms | 1 - 11 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 9.049 ms | 5 - 7 MB | NPU | -- |
42
- | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 18.75 ms | 1 - 26 MB | NPU | -- |
43
- | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 11.06 ms | 2 - 16 MB | NPU | -- |
44
- | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 34.832 ms | 1 - 24 MB | NPU | -- |
45
- | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 23.753 ms | 1 - 10 MB | NPU | -- |
46
- | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 17.687 ms | 0 - 12 MB | NPU | -- |
47
- | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 9.177 ms | 5 - 7 MB | NPU | -- |
48
- | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 22.325 ms | 1 - 30 MB | NPU | -- |
49
- | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 12.284 ms | 0 - 18 MB | NPU | -- |
50
- | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 17.558 ms | 0 - 12 MB | NPU | -- |
51
- | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 9.15 ms | 5 - 7 MB | NPU | -- |
52
- | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 18.75 ms | 1 - 26 MB | NPU | -- |
53
- | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 11.06 ms | 2 - 16 MB | NPU | -- |
54
- | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 17.604 ms | 1 - 13 MB | NPU | -- |
55
- | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 8.987 ms | 5 - 20 MB | NPU | -- |
56
- | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 10.577 ms | 2 - 51 MB | NPU | -- |
57
- | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.773 ms | 1 - 39 MB | NPU | -- |
58
- | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 6.446 ms | 5 - 60 MB | NPU | -- |
59
- | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 8.267 ms | 3 - 66 MB | NPU | -- |
60
- | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 12.399 ms | 1 - 26 MB | NPU | -- |
61
- | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 5.17 ms | 5 - 54 MB | NPU | -- |
62
- | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 6.988 ms | 7 - 61 MB | NPU | -- |
63
- | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 9.669 ms | 5 - 5 MB | NPU | -- |
64
- | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 11.492 ms | 8 - 8 MB | NPU | -- |
65
- | Yolo-v7 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 23.334 ms | 1 - 11 MB | NPU | -- |
66
- | Yolo-v7 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 13.937 ms | 2 - 52 MB | NPU | -- |
67
- | Yolo-v7 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 12.619 ms | 2 - 13 MB | NPU | -- |
68
- | Yolo-v7 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 13.276 ms | 1 - 15 MB | NPU | -- |
69
- | Yolo-v7 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 28.953 ms | 2 - 14 MB | NPU | -- |
70
- | Yolo-v7 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN | 23.334 ms | 1 - 11 MB | NPU | -- |
71
- | Yolo-v7 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 12.678 ms | 2 - 4 MB | NPU | -- |
72
- | Yolo-v7 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN | 11.824 ms | 0 - 17 MB | NPU | -- |
73
- | Yolo-v7 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 12.698 ms | 2 - 4 MB | NPU | -- |
74
- | Yolo-v7 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN | 13.276 ms | 1 - 15 MB | NPU | -- |
75
- | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 12.717 ms | 2 - 13 MB | NPU | -- |
76
- | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 6.469 ms | 0 - 32 MB | NPU | -- |
77
- | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 8.527 ms | 2 - 45 MB | NPU | -- |
78
- | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.825 ms | 3 - 72 MB | NPU | -- |
79
- | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 6.679 ms | 2 - 43 MB | NPU | -- |
80
- | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.422 ms | 1 - 64 MB | NPU | -- |
81
- | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 13.278 ms | 2 - 2 MB | NPU | -- |
82
- | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.439 ms | 5 - 5 MB | NPU | -- |
83
- | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.358 ms | 0 - 22 MB | NPU | -- |
84
- | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 5.527 ms | 1 - 11 MB | NPU | -- |
85
- | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.113 ms | 0 - 40 MB | NPU | -- |
86
- | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 4.176 ms | 1 - 41 MB | NPU | -- |
87
- | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.524 ms | 0 - 28 MB | NPU | -- |
88
- | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 2.757 ms | 1 - 4 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.944 ms | 0 - 24 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 3.218 ms | 1 - 16 MB | NPU | -- |
91
- | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 9.819 ms | 0 - 35 MB | NPU | -- |
92
- | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 7.895 ms | 1 - 13 MB | NPU | -- |
93
- | Yolo-v7 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 53.895 ms | 15 - 60 MB | GPU | -- |
94
- | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.358 ms | 0 - 22 MB | NPU | -- |
95
- | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 5.527 ms | 1 - 11 MB | NPU | -- |
96
- | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.547 ms | 0 - 28 MB | NPU | -- |
97
- | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 2.76 ms | 1 - 3 MB | NPU | -- |
98
- | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.831 ms | 0 - 25 MB | NPU | -- |
99
- | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 4.326 ms | 1 - 19 MB | NPU | -- |
100
- | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.534 ms | 0 - 29 MB | NPU | -- |
101
- | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 2.755 ms | 2 - 4 MB | NPU | -- |
102
- | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.944 ms | 0 - 24 MB | NPU | -- |
103
- | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 3.218 ms | 1 - 16 MB | NPU | -- |
104
- | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.543 ms | 0 - 30 MB | NPU | -- |
105
- | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 2.769 ms | 1 - 18 MB | NPU | -- |
106
- | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.055 ms | 0 - 30 MB | NPU | -- |
107
- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.694 ms | 0 - 38 MB | NPU | -- |
108
- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.77 ms | 1 - 41 MB | NPU | -- |
109
- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.869 ms | 0 - 68 MB | NPU | -- |
110
- | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.37 ms | 0 - 28 MB | NPU | -- |
111
- | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.929 ms | 1 - 30 MB | NPU | -- |
112
- | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.562 ms | 1 - 60 MB | NPU | -- |
113
- | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.165 ms | 1 - 1 MB | NPU | -- |
114
- | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.508 ms | 5 - 5 MB | NPU | -- |
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34
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
35
  |---|---|---|---|---|---|---|---|---|
36
+ | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 34.894 ms | 1 - 24 MB | NPU | -- |
37
+ | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 23.761 ms | 3 - 13 MB | NPU | -- |
38
+ | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 20.994 ms | 1 - 41 MB | NPU | -- |
39
+ | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 12.754 ms | 5 - 41 MB | NPU | -- |
40
+ | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 17.584 ms | 1 - 11 MB | NPU | -- |
41
+ | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 9.153 ms | 5 - 7 MB | NPU | -- |
42
+ | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 18.779 ms | 1 - 25 MB | NPU | -- |
43
+ | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 11.054 ms | 2 - 16 MB | NPU | -- |
44
+ | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 34.894 ms | 1 - 24 MB | NPU | -- |
45
+ | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 23.761 ms | 3 - 13 MB | NPU | -- |
46
+ | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 17.464 ms | 2 - 16 MB | NPU | -- |
47
+ | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 9.31 ms | 5 - 7 MB | NPU | -- |
48
+ | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 22.321 ms | 0 - 29 MB | NPU | -- |
49
+ | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 12.292 ms | 0 - 18 MB | NPU | -- |
50
+ | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 17.551 ms | 1 - 11 MB | NPU | -- |
51
+ | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 9.003 ms | 5 - 8 MB | NPU | -- |
52
+ | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 18.779 ms | 1 - 25 MB | NPU | -- |
53
+ | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 11.054 ms | 2 - 16 MB | NPU | -- |
54
+ | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 17.611 ms | 1 - 12 MB | NPU | -- |
55
+ | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 9.018 ms | 5 - 20 MB | NPU | -- |
56
+ | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 10.507 ms | 2 - 47 MB | NPU | -- |
57
+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.847 ms | 1 - 38 MB | NPU | -- |
58
+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 6.465 ms | 5 - 60 MB | NPU | -- |
59
+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 8.398 ms | 7 - 68 MB | NPU | -- |
60
+ | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 12.37 ms | 0 - 30 MB | NPU | -- |
61
+ | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 5.154 ms | 5 - 55 MB | NPU | -- |
62
+ | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 9.706 ms | 5 - 5 MB | NPU | -- |
63
+ | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 11.47 ms | 8 - 8 MB | NPU | -- |
64
+ | Yolo-v7 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 23.364 ms | 0 - 10 MB | NPU | -- |
65
+ | Yolo-v7 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 13.748 ms | 2 - 53 MB | NPU | -- |
66
+ | Yolo-v7 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 12.642 ms | 2 - 4 MB | NPU | -- |
67
+ | Yolo-v7 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 13.269 ms | 2 - 16 MB | NPU | -- |
68
+ | Yolo-v7 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 29.628 ms | 2 - 13 MB | NPU | -- |
69
+ | Yolo-v7 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN | 23.364 ms | 0 - 10 MB | NPU | -- |
70
+ | Yolo-v7 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 12.614 ms | 2 - 5 MB | NPU | -- |
71
+ | Yolo-v7 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN | 11.806 ms | 2 - 7 MB | NPU | -- |
72
+ | Yolo-v7 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 12.693 ms | 2 - 5 MB | NPU | -- |
73
+ | Yolo-v7 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN | 13.269 ms | 2 - 16 MB | NPU | -- |
74
+ | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 12.678 ms | 2 - 15 MB | NPU | -- |
75
+ | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 6.342 ms | 0 - 31 MB | NPU | -- |
76
+ | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 8.518 ms | 2 - 50 MB | NPU | -- |
77
+ | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.554 ms | 2 - 69 MB | NPU | -- |
78
+ | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 6.695 ms | 2 - 43 MB | NPU | -- |
79
+ | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.397 ms | 5 - 67 MB | NPU | -- |
80
+ | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 13.369 ms | 2 - 2 MB | NPU | -- |
81
+ | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.453 ms | 5 - 5 MB | NPU | -- |
82
+ | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.323 ms | 0 - 21 MB | NPU | -- |
83
+ | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 5.536 ms | 1 - 11 MB | NPU | -- |
84
+ | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.128 ms | 0 - 37 MB | NPU | -- |
85
+ | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 4.232 ms | 1 - 39 MB | NPU | -- |
86
+ | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.526 ms | 0 - 29 MB | NPU | -- |
87
+ | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 2.753 ms | 1 - 4 MB | NPU | -- |
88
+ | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.924 ms | 0 - 24 MB | NPU | -- |
89
+ | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 3.242 ms | 1 - 16 MB | NPU | -- |
90
+ | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 9.718 ms | 0 - 34 MB | NPU | -- |
91
+ | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 7.778 ms | 1 - 16 MB | NPU | -- |
92
+ | Yolo-v7 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 64.433 ms | 15 - 53 MB | GPU | -- |
93
+ | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.323 ms | 0 - 21 MB | NPU | -- |
94
+ | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 5.536 ms | 1 - 11 MB | NPU | -- |
95
+ | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.514 ms | 0 - 30 MB | NPU | -- |
96
+ | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 2.753 ms | 1 - 3 MB | NPU | -- |
97
+ | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.808 ms | 0 - 26 MB | NPU | -- |
98
+ | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 4.311 ms | 1 - 19 MB | NPU | -- |
99
+ | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.528 ms | 0 - 30 MB | NPU | -- |
100
+ | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 2.755 ms | 1 - 5 MB | NPU | -- |
101
+ | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.924 ms | 0 - 24 MB | NPU | -- |
102
+ | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 3.242 ms | 1 - 16 MB | NPU | -- |
103
+ | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.527 ms | 0 - 29 MB | NPU | -- |
104
+ | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 2.766 ms | 2 - 13 MB | NPU | -- |
105
+ | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.164 ms | 0 - 29 MB | NPU | -- |
106
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.698 ms | 0 - 37 MB | NPU | -- |
107
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.766 ms | 1 - 38 MB | NPU | -- |
108
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.742 ms | 0 - 69 MB | NPU | -- |
109
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.643 ms | 0 - 28 MB | NPU | -- |
110
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.922 ms | 1 - 30 MB | NPU | -- |
111
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.822 ms | 0 - 57 MB | NPU | -- |
112
+ | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.169 ms | 1 - 1 MB | NPU | -- |
113
+ | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.498 ms | 6 - 6 MB | NPU | -- |
 
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