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Yolo-v7

Object Detection
PyTorch
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real_time
android
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v0.31.0

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See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

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  1. README.md +79 -79
README.md CHANGED
@@ -33,85 +33,85 @@ 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 | 34.818 ms | 1 - 28 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 22.973 ms | 1 - 10 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 20.487 ms | 1 - 45 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 13.68 ms | 5 - 44 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 17.596 ms | 1 - 11 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 8.893 ms | 5 - 15 MB | NPU | -- |
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- | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 18.776 ms | 1 - 28 MB | NPU | -- |
43
- | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 10.545 ms | 1 - 12 MB | NPU | -- |
44
- | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 34.818 ms | 1 - 28 MB | NPU | -- |
45
- | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 22.973 ms | 1 - 10 MB | NPU | -- |
46
- | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 17.695 ms | 0 - 56 MB | NPU | -- |
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- | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 8.883 ms | 5 - 7 MB | NPU | -- |
48
- | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 22.133 ms | 1 - 32 MB | NPU | -- |
49
- | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 13.455 ms | 0 - 17 MB | NPU | -- |
50
- | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 17.588 ms | 1 - 12 MB | NPU | -- |
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- | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 8.829 ms | 5 - 7 MB | NPU | -- |
52
- | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 18.776 ms | 1 - 28 MB | NPU | -- |
53
- | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 10.545 ms | 1 - 12 MB | NPU | -- |
54
- | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 17.48 ms | 1 - 12 MB | NPU | -- |
55
- | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 8.784 ms | 5 - 108 MB | NPU | -- |
56
- | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 11.108 ms | 2 - 39 MB | NPU | -- |
57
- | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.928 ms | 1 - 42 MB | NPU | -- |
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- | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 5.839 ms | 181 - 448 MB | NPU | -- |
59
- | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.781 ms | 7 - 219 MB | NPU | -- |
60
- | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 12.42 ms | 1 - 32 MB | NPU | -- |
61
- | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 4.948 ms | 5 - 135 MB | NPU | -- |
62
- | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 8.266 ms | 5 - 127 MB | NPU | -- |
63
- | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 9.467 ms | 5 - 5 MB | NPU | -- |
64
- | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.019 ms | 9 - 9 MB | NPU | -- |
65
- | Yolo-v7 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 18.236 ms | 1 - 11 MB | NPU | -- |
66
- | Yolo-v7 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 10.703 ms | 2 - 52 MB | NPU | -- |
67
- | Yolo-v7 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 9.336 ms | 2 - 5 MB | NPU | -- |
68
- | Yolo-v7 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 10.07 ms | 2 - 13 MB | NPU | -- |
69
- | Yolo-v7 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 29.712 ms | 2 - 16 MB | NPU | -- |
70
- | Yolo-v7 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN | 18.236 ms | 1 - 11 MB | NPU | -- |
71
- | Yolo-v7 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 9.41 ms | 2 - 4 MB | NPU | -- |
72
- | Yolo-v7 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN | 12.127 ms | 0 - 16 MB | NPU | -- |
73
- | Yolo-v7 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 9.372 ms | 2 - 5 MB | NPU | -- |
74
- | Yolo-v7 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN | 10.07 ms | 2 - 13 MB | NPU | -- |
75
- | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 9.372 ms | 2 - 15 MB | NPU | -- |
76
- | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 6.057 ms | 0 - 42 MB | NPU | -- |
77
- | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 6.356 ms | 2 - 50 MB | NPU | -- |
78
- | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.297 ms | 2 - 216 MB | NPU | -- |
79
- | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 6.47 ms | 2 - 52 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.222 ms | 1 - 141 MB | NPU | -- |
81
- | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 10.046 ms | 2 - 2 MB | NPU | -- |
82
- | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.015 ms | 5 - 5 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.719 ms | 0 - 23 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 4.634 ms | 1 - 11 MB | NPU | -- |
85
- | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.679 ms | 0 - 35 MB | NPU | -- |
86
- | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.86 ms | 1 - 42 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.133 ms | 0 - 35 MB | NPU | -- |
88
- | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 2.083 ms | 1 - 5 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.523 ms | 0 - 24 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 2.474 ms | 1 - 14 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 9.422 ms | 0 - 33 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 7.535 ms | 1 - 13 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 62.819 ms | 15 - 53 MB | GPU | -- |
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- | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.719 ms | 0 - 23 MB | NPU | -- |
95
- | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 4.634 ms | 1 - 11 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.135 ms | 0 - 34 MB | NPU | -- |
97
- | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 2.081 ms | 1 - 5 MB | NPU | -- |
98
- | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.45 ms | 0 - 24 MB | NPU | -- |
99
- | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 3.463 ms | 1 - 18 MB | NPU | -- |
100
- | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.15 ms | 0 - 36 MB | NPU | -- |
101
- | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 2.081 ms | 1 - 3 MB | NPU | -- |
102
- | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.523 ms | 0 - 24 MB | NPU | -- |
103
- | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 2.474 ms | 1 - 14 MB | NPU | -- |
104
- | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.138 ms | 0 - 35 MB | NPU | -- |
105
- | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 2.094 ms | 1 - 11 MB | NPU | -- |
106
- | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.008 ms | 0 - 60 MB | NPU | -- |
107
- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.422 ms | 0 - 45 MB | NPU | -- |
108
- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.406 ms | 1 - 42 MB | NPU | -- |
109
- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.743 ms | 0 - 252 MB | NPU | -- |
110
- | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.371 ms | 0 - 24 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.126 ms | 1 - 33 MB | NPU | -- |
112
- | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.734 ms | 1 - 138 MB | NPU | -- |
113
- | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.35 ms | 1 - 1 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.23 ms | 6 - 6 MB | NPU | -- |
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  | 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 | 34.815 ms | 1 - 28 MB | NPU | -- |
37
+ | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 22.796 ms | 0 - 119 MB | NPU | -- |
38
+ | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 20.598 ms | 1 - 45 MB | NPU | -- |
39
+ | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 13.777 ms | 5 - 44 MB | NPU | -- |
40
+ | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 17.337 ms | 1 - 15 MB | NPU | -- |
41
+ | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8.761 ms | 5 - 22 MB | NPU | -- |
42
+ | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 18.764 ms | 1 - 28 MB | NPU | -- |
43
+ | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 10.511 ms | 1 - 123 MB | NPU | -- |
44
+ | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 34.815 ms | 1 - 28 MB | NPU | -- |
45
+ | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 22.796 ms | 0 - 119 MB | NPU | -- |
46
+ | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 17.744 ms | 1 - 17 MB | NPU | -- |
47
+ | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 8.792 ms | 0 - 97 MB | NPU | -- |
48
+ | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 22.139 ms | 1 - 32 MB | NPU | -- |
49
+ | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 13.626 ms | 2 - 32 MB | NPU | -- |
50
+ | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 17.625 ms | 0 - 59 MB | NPU | -- |
51
+ | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 8.771 ms | 0 - 78 MB | NPU | -- |
52
+ | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 18.764 ms | 1 - 28 MB | NPU | -- |
53
+ | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.511 ms | 1 - 123 MB | NPU | -- |
54
+ | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 17.533 ms | 1 - 15 MB | NPU | -- |
55
+ | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 8.78 ms | 0 - 88 MB | NPU | -- |
56
+ | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 10.917 ms | 1 - 39 MB | NPU | -- |
57
+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.861 ms | 0 - 41 MB | NPU | -- |
58
+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 5.823 ms | 5 - 275 MB | NPU | -- |
59
+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.934 ms | 5 - 216 MB | NPU | -- |
60
+ | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 12.331 ms | 1 - 34 MB | NPU | -- |
61
+ | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 5.908 ms | 5 - 136 MB | NPU | -- |
62
+ | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 7.193 ms | 7 - 129 MB | NPU | -- |
63
+ | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 9.64 ms | 87 - 87 MB | NPU | -- |
64
+ | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.039 ms | 9 - 9 MB | NPU | -- |
65
+ | Yolo-v7 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 18.293 ms | 2 - 35 MB | NPU | -- |
66
+ | Yolo-v7 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 10.484 ms | 2 - 54 MB | NPU | -- |
67
+ | Yolo-v7 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 9.348 ms | 2 - 13 MB | NPU | -- |
68
+ | Yolo-v7 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 10.067 ms | 2 - 37 MB | NPU | -- |
69
+ | Yolo-v7 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 29.935 ms | 0 - 35 MB | NPU | -- |
70
+ | Yolo-v7 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 18.293 ms | 2 - 35 MB | NPU | -- |
71
+ | Yolo-v7 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 9.37 ms | 2 - 15 MB | NPU | -- |
72
+ | Yolo-v7 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 11.676 ms | 2 - 45 MB | NPU | -- |
73
+ | Yolo-v7 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 9.387 ms | 2 - 15 MB | NPU | -- |
74
+ | Yolo-v7 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.067 ms | 2 - 37 MB | NPU | -- |
75
+ | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 9.358 ms | 2 - 15 MB | NPU | -- |
76
+ | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.926 ms | 0 - 30 MB | NPU | -- |
77
+ | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6.361 ms | 2 - 52 MB | NPU | -- |
78
+ | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.109 ms | 3 - 218 MB | NPU | -- |
79
+ | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 6.478 ms | 2 - 53 MB | NPU | -- |
80
+ | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.682 ms | 2 - 142 MB | NPU | -- |
81
+ | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 10.056 ms | 0 - 0 MB | NPU | -- |
82
+ | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.012 ms | 5 - 5 MB | NPU | -- |
83
+ | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.71 ms | 0 - 23 MB | NPU | -- |
84
+ | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.641 ms | 1 - 27 MB | NPU | -- |
85
+ | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.699 ms | 0 - 38 MB | NPU | -- |
86
+ | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.86 ms | 1 - 42 MB | NPU | -- |
87
+ | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.121 ms | 0 - 35 MB | NPU | -- |
88
+ | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.077 ms | 1 - 11 MB | NPU | -- |
89
+ | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.559 ms | 0 - 24 MB | NPU | -- |
90
+ | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.482 ms | 1 - 27 MB | NPU | -- |
91
+ | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 9.829 ms | 0 - 34 MB | NPU | -- |
92
+ | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 7.931 ms | 1 - 35 MB | NPU | -- |
93
+ | Yolo-v7 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 53.49 ms | 15 - 53 MB | GPU | -- |
94
+ | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.71 ms | 0 - 23 MB | NPU | -- |
95
+ | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.641 ms | 1 - 27 MB | NPU | -- |
96
+ | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.14 ms | 0 - 35 MB | NPU | -- |
97
+ | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.088 ms | 1 - 10 MB | NPU | -- |
98
+ | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.43 ms | 0 - 28 MB | NPU | -- |
99
+ | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.497 ms | 1 - 33 MB | NPU | -- |
100
+ | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.137 ms | 0 - 34 MB | NPU | -- |
101
+ | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.091 ms | 1 - 11 MB | NPU | -- |
102
+ | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.559 ms | 0 - 24 MB | NPU | -- |
103
+ | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.482 ms | 1 - 27 MB | NPU | -- |
104
+ | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.145 ms | 0 - 34 MB | NPU | -- |
105
+ | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.079 ms | 1 - 13 MB | NPU | -- |
106
+ | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.062 ms | 0 - 63 MB | NPU | -- |
107
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.425 ms | 0 - 42 MB | NPU | -- |
108
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.395 ms | 1 - 39 MB | NPU | -- |
109
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.764 ms | 0 - 254 MB | NPU | -- |
110
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.367 ms | 0 - 26 MB | NPU | -- |
111
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.345 ms | 1 - 33 MB | NPU | -- |
112
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.708 ms | 1 - 138 MB | NPU | -- |
113
+ | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.547 ms | 18 - 18 MB | NPU | -- |
114
+ | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.257 ms | 6 - 6 MB | NPU | -- |
115
 
116
 
117