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Yolo-v6

Object Detection
PyTorch
real_time
android
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v0.32.0

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See https://github.com/quic/ai-hub-models/releases/v0.32.0 for changelog.

Files changed (2) hide show
  1. LICENSE +2 -0
  2. README.md +57 -55
LICENSE ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ The license of the original trained model can be found at https://github.com/meituan/YOLOv6/blob/47625514e7480706a46ff3c0cd0252907ac12f22/LICENSE.
2
+ The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found at https://github.com/meituan/YOLOv6/blob/47625514e7480706a46ff3c0cd0252907ac12f22/LICENSE.
README.md CHANGED
@@ -28,7 +28,9 @@ This model is an implementation of Yolo-v6 found [here](https://github.com/meitu
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  - Model checkpoint: YoloV6-N
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  - Input resolution: 640x640
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  - Number of parameters: 4.68M
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- - Model size: 17.9 MB
 
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
34
  |---|---|---|---|---|---|---|---|---|
@@ -52,65 +54,65 @@ This model is an implementation of Yolo-v6 found [here](https://github.com/meitu
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  | Yolo-v6 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 6.25 ms | 2 - 69 MB | NPU | -- |
53
  | Yolo-v6 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 10.699 ms | 0 - 15 MB | NPU | -- |
54
  | Yolo-v6 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.549 ms | 3 - 34 MB | NPU | -- |
55
- | Yolo-v6 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.668 ms | 5 - 48 MB | NPU | -- |
56
  | Yolo-v6 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 7.393 ms | 0 - 56 MB | NPU | -- |
57
  | Yolo-v6 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.225 ms | 5 - 111 MB | NPU | -- |
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- | Yolo-v6 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.026 ms | 5 - 159 MB | NPU | -- |
59
  | Yolo-v6 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 6.368 ms | 0 - 50 MB | NPU | -- |
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  | Yolo-v6 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.949 ms | 5 - 76 MB | NPU | -- |
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- | Yolo-v6 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.096 ms | 7 - 105 MB | NPU | -- |
62
  | Yolo-v6 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.995 ms | 0 - 0 MB | NPU | -- |
63
- | Yolo-v6 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.0 ms | 7 - 7 MB | NPU | -- |
64
- | Yolo-v6 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.238 ms | 2 - 28 MB | NPU | -- |
65
- | Yolo-v6 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.79 ms | 2 - 36 MB | NPU | -- |
66
- | Yolo-v6 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.137 ms | 2 - 11 MB | NPU | -- |
67
- | Yolo-v6 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.787 ms | 2 - 29 MB | NPU | -- |
68
- | Yolo-v6 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 8.547 ms | 0 - 30 MB | NPU | -- |
69
- | Yolo-v6 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.238 ms | 2 - 28 MB | NPU | -- |
70
- | Yolo-v6 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.193 ms | 2 - 10 MB | NPU | -- |
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- | Yolo-v6 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.31 ms | 1 - 35 MB | NPU | -- |
72
- | Yolo-v6 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.186 ms | 2 - 10 MB | NPU | -- |
73
- | Yolo-v6 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.787 ms | 2 - 29 MB | NPU | -- |
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- | Yolo-v6 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.186 ms | 2 - 10 MB | NPU | -- |
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- | Yolo-v6 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.699 ms | 0 - 28 MB | NPU | -- |
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- | Yolo-v6 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.452 ms | 2 - 40 MB | NPU | -- |
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- | Yolo-v6 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.929 ms | 2 - 108 MB | NPU | -- |
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- | Yolo-v6 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.34 ms | 2 - 35 MB | NPU | -- |
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- | Yolo-v6 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.796 ms | 1 - 99 MB | NPU | -- |
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- | Yolo-v6 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.581 ms | 8 - 8 MB | NPU | -- |
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- | Yolo-v6 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.33 ms | 3 - 3 MB | NPU | -- |
82
- | Yolo-v6 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.477 ms | 0 - 20 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.167 ms | 1 - 21 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.246 ms | 0 - 33 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.687 ms | 1 - 37 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.067 ms | 0 - 29 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.354 ms | 1 - 29 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.503 ms | 0 - 22 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.715 ms | 1 - 22 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.357 ms | 0 - 27 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 4.831 ms | 1 - 28 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 35.737 ms | 2 - 11 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.477 ms | 0 - 20 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.167 ms | 1 - 21 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.075 ms | 0 - 29 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.373 ms | 1 - 28 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.038 ms | 0 - 23 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.282 ms | 0 - 26 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.077 ms | 0 - 29 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.364 ms | 1 - 28 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.503 ms | 0 - 22 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.715 ms | 1 - 22 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.079 ms | 0 - 30 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.369 ms | 1 - 29 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 3.699 ms | 0 - 28 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.351 ms | 0 - 37 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.897 ms | 1 - 35 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.477 ms | 0 - 114 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.344 ms | 24 - 47 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.813 ms | 1 - 29 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.188 ms | 1 - 97 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.681 ms | 17 - 17 MB | NPU | -- |
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- | Yolo-v6 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.807 ms | 4 - 4 MB | NPU | -- |
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28
  - Model checkpoint: YoloV6-N
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  - Input resolution: 640x640
30
  - Number of parameters: 4.68M
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+ - Model size (float): 17.9 MB
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+ - Model size (w8a8): 4.68 MB
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+ - Model size (w8a16): 5.03 MB
34
 
35
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
 
54
  | Yolo-v6 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 6.25 ms | 2 - 69 MB | NPU | -- |
55
  | Yolo-v6 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 10.699 ms | 0 - 15 MB | NPU | -- |
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  | Yolo-v6 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.549 ms | 3 - 34 MB | NPU | -- |
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+ | Yolo-v6 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.658 ms | 0 - 53 MB | NPU | -- |
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  | Yolo-v6 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 7.393 ms | 0 - 56 MB | NPU | -- |
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  | Yolo-v6 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.225 ms | 5 - 111 MB | NPU | -- |
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+ | Yolo-v6 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.086 ms | 0 - 153 MB | NPU | -- |
61
  | Yolo-v6 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 6.368 ms | 0 - 50 MB | NPU | -- |
62
  | Yolo-v6 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.949 ms | 5 - 76 MB | NPU | -- |
63
+ | Yolo-v6 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.575 ms | 5 - 103 MB | NPU | -- |
64
  | Yolo-v6 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.995 ms | 0 - 0 MB | NPU | -- |
65
+ | Yolo-v6 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.043 ms | 6 - 6 MB | NPU | -- |
66
+ | Yolo-v6 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.226 ms | 2 - 28 MB | NPU | -- |
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+ | Yolo-v6 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.752 ms | 2 - 39 MB | NPU | -- |
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+ | Yolo-v6 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.171 ms | 2 - 9 MB | NPU | -- |
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+ | Yolo-v6 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.755 ms | 2 - 30 MB | NPU | -- |
70
+ | Yolo-v6 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 8.671 ms | 0 - 30 MB | NPU | -- |
71
+ | Yolo-v6 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.226 ms | 2 - 28 MB | NPU | -- |
72
+ | Yolo-v6 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.173 ms | 2 - 12 MB | NPU | -- |
73
+ | Yolo-v6 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.299 ms | 0 - 34 MB | NPU | -- |
74
+ | Yolo-v6 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.188 ms | 2 - 10 MB | NPU | -- |
75
+ | Yolo-v6 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.755 ms | 2 - 30 MB | NPU | -- |
76
+ | Yolo-v6 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.185 ms | 2 - 11 MB | NPU | -- |
77
+ | Yolo-v6 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.881 ms | 0 - 32 MB | NPU | -- |
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+ | Yolo-v6 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.449 ms | 2 - 43 MB | NPU | -- |
79
+ | Yolo-v6 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.008 ms | 2 - 106 MB | NPU | -- |
80
+ | Yolo-v6 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.331 ms | 2 - 34 MB | NPU | -- |
81
+ | Yolo-v6 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.851 ms | 1 - 98 MB | NPU | -- |
82
+ | Yolo-v6 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.592 ms | 8 - 8 MB | NPU | -- |
83
+ | Yolo-v6 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.404 ms | 3 - 3 MB | NPU | -- |
84
+ | Yolo-v6 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.463 ms | 0 - 20 MB | NPU | -- |
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+ | Yolo-v6 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.213 ms | 1 - 21 MB | NPU | -- |
86
+ | Yolo-v6 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.263 ms | 0 - 37 MB | NPU | -- |
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+ | Yolo-v6 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.677 ms | 1 - 33 MB | NPU | -- |
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+ | Yolo-v6 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.069 ms | 0 - 29 MB | NPU | -- |
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+ | Yolo-v6 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.347 ms | 1 - 29 MB | NPU | -- |
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+ | Yolo-v6 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.501 ms | 0 - 21 MB | NPU | -- |
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+ | Yolo-v6 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.677 ms | 1 - 22 MB | NPU | -- |
92
+ | Yolo-v6 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.615 ms | 0 - 30 MB | NPU | -- |
93
+ | Yolo-v6 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 4.771 ms | 1 - 27 MB | NPU | -- |
94
+ | Yolo-v6 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 34.91 ms | 3 - 11 MB | NPU | -- |
95
+ | Yolo-v6 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.463 ms | 0 - 20 MB | NPU | -- |
96
+ | Yolo-v6 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.213 ms | 1 - 21 MB | NPU | -- |
97
+ | Yolo-v6 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.076 ms | 0 - 30 MB | NPU | -- |
98
+ | Yolo-v6 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.351 ms | 1 - 28 MB | NPU | -- |
99
+ | Yolo-v6 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.026 ms | 0 - 22 MB | NPU | -- |
100
+ | Yolo-v6 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.296 ms | 1 - 27 MB | NPU | -- |
101
+ | Yolo-v6 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.067 ms | 0 - 29 MB | NPU | -- |
102
+ | Yolo-v6 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.348 ms | 1 - 28 MB | NPU | -- |
103
+ | Yolo-v6 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.501 ms | 0 - 21 MB | NPU | -- |
104
+ | Yolo-v6 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.677 ms | 1 - 22 MB | NPU | -- |
105
+ | Yolo-v6 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.08 ms | 0 - 30 MB | NPU | -- |
106
+ | Yolo-v6 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.355 ms | 1 - 28 MB | NPU | -- |
107
+ | Yolo-v6 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 3.923 ms | 0 - 34 MB | NPU | -- |
108
+ | Yolo-v6 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.366 ms | 0 - 37 MB | NPU | -- |
109
+ | Yolo-v6 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.895 ms | 1 - 35 MB | NPU | -- |
110
+ | Yolo-v6 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.636 ms | 0 - 127 MB | NPU | -- |
111
+ | Yolo-v6 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.35 ms | 0 - 28 MB | NPU | -- |
112
+ | Yolo-v6 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.843 ms | 1 - 25 MB | NPU | -- |
113
+ | Yolo-v6 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.709 ms | 1 - 90 MB | NPU | -- |
114
+ | Yolo-v6 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.701 ms | 17 - 17 MB | NPU | -- |
115
+ | Yolo-v6 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.131 ms | 4 - 4 MB | NPU | -- |
116
 
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