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Yolo-R

Object Detection
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v0.54.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.54.0 for changelog.

Files changed (1) hide show
  1. README.md +22 -23
README.md CHANGED
@@ -50,8 +50,8 @@ See our repository for [Yolo-R on GitHub](https://github.com/qualcomm/ai-hub-mod
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  | Yolo-R | ONNX | float | Snapdragon® X Elite | 38.214 ms | 74 - 74 MB | NPU
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  | Yolo-R | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 28.964 ms | 0 - 341 MB | NPU
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  | Yolo-R | ONNX | float | Qualcomm® QCS8550 (Proxy) | 38.039 ms | 0 - 78 MB | NPU
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- | Yolo-R | ONNX | float | Qualcomm® QCS9075 | 52.16 ms | 5 - 12 MB | NPU
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  | Yolo-R | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.096 ms | 2 - 232 MB | NPU
 
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  | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 18.066 ms | 3 - 452 MB | NPU
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  | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 17.404 ms | 1 - 366 MB | NPU
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  | Yolo-R | ONNX | w8a16 | Snapdragon® X2 Elite | 18.504 ms | 41 - 41 MB | NPU
@@ -60,31 +60,30 @@ See our repository for [Yolo-R on GitHub](https://github.com/qualcomm/ai-hub-mod
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  | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 20.837 ms | 0 - 492 MB | NPU
61
  | Yolo-R | ONNX | w8a16 | Qualcomm® QCS6490 | 2272.484 ms | 129 - 135 MB | CPU
62
  | Yolo-R | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 29.064 ms | 0 - 49 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Qualcomm® QCS9075 | 29.698 ms | 1 - 6 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Qualcomm® QCM6690 | 1177.534 ms | 91 - 103 MB | CPU
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  | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 17.404 ms | 1 - 366 MB | NPU
66
  | Yolo-R | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1120.199 ms | 136 - 148 MB | CPU
 
 
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  | Yolo-R | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1120.199 ms | 136 - 148 MB | CPU
68
- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 7.916 ms | 2 - 305 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 10.167 ms | 2 - 304 MB | NPU
70
- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 8.914 ms | 2 - 2 MB | NPU
71
- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X Elite | 20.753 ms | 2 - 2 MB | NPU
72
- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X Elite | 20.753 ms | 2 - 2 MB | NPU
73
- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.32 ms | 2 - 356 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 78.992 ms | 1 - 6 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 39.816 ms | 2 - 291 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.887 ms | 2 - 272 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.89 ms | 2 - 291 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.89 ms | 2 - 291 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.89 ms | 2 - 291 MB | NPU
80
- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 20.74 ms | 1 - 6 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 214.15 ms | 2 - 400 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 28.632 ms | 2 - 358 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA7255P | 39.816 ms | 2 - 291 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8295P | 25.586 ms | 0 - 293 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 10.167 ms | 2 - 304 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 26.722 ms | 2 - 318 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 26.722 ms | 2 - 318 MB | NPU
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  ## License
90
  * The license for the original implementation of Yolo-R can be found
 
50
  | Yolo-R | ONNX | float | Snapdragon® X Elite | 38.214 ms | 74 - 74 MB | NPU
51
  | Yolo-R | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 28.964 ms | 0 - 341 MB | NPU
52
  | Yolo-R | ONNX | float | Qualcomm® QCS8550 (Proxy) | 38.039 ms | 0 - 78 MB | NPU
 
53
  | Yolo-R | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.096 ms | 2 - 232 MB | NPU
54
+ | Yolo-R | ONNX | float | Qualcomm® QCS9075 | 52.16 ms | 5 - 12 MB | NPU
55
  | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 18.066 ms | 3 - 452 MB | NPU
56
  | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 17.404 ms | 1 - 366 MB | NPU
57
  | Yolo-R | ONNX | w8a16 | Snapdragon® X2 Elite | 18.504 ms | 41 - 41 MB | NPU
 
60
  | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 20.837 ms | 0 - 492 MB | NPU
61
  | Yolo-R | ONNX | w8a16 | Qualcomm® QCS6490 | 2272.484 ms | 129 - 135 MB | CPU
62
  | Yolo-R | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 29.064 ms | 0 - 49 MB | NPU
 
 
63
  | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 17.404 ms | 1 - 366 MB | NPU
64
  | Yolo-R | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1120.199 ms | 136 - 148 MB | CPU
65
+ | Yolo-R | ONNX | w8a16 | Qualcomm® QCM6690 | 1177.534 ms | 91 - 103 MB | CPU
66
+ | Yolo-R | ONNX | w8a16 | Qualcomm® QCS9075 | 29.698 ms | 1 - 6 MB | NPU
67
  | Yolo-R | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1120.199 ms | 136 - 148 MB | CPU
68
+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 7.936 ms | 2 - 305 MB | NPU
69
+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 10.159 ms | 2 - 304 MB | NPU
70
+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 8.938 ms | 2 - 2 MB | NPU
71
+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X Elite | 20.784 ms | 2 - 2 MB | NPU
72
+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X Elite | 20.784 ms | 2 - 2 MB | NPU
73
+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.303 ms | 2 - 357 MB | NPU
74
+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 78.349 ms | 3 - 8 MB | NPU
75
+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.626 ms | 2 - 5 MB | NPU
76
+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.948 ms | 1 - 291 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.948 ms | 1 - 291 MB | NPU
78
+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.948 ms | 1 - 291 MB | NPU
79
+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA7255P | 39.784 ms | 1 - 291 MB | NPU
80
+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 10.159 ms | 2 - 304 MB | NPU
81
+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 26.664 ms | 2 - 318 MB | NPU
82
+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 208.88 ms | 2 - 400 MB | NPU
83
+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8295P | 25.619 ms | 0 - 293 MB | NPU
84
+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 20.766 ms | 1 - 5 MB | NPU
85
+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 28.706 ms | 2 - 360 MB | NPU
86
+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 26.664 ms | 2 - 318 MB | NPU
 
87
 
88
  ## License
89
  * The license for the original implementation of Yolo-R can be found