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YOLOE-Segmentation

Image Segmentation
PyTorch
real_time
android
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v0.63.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.63.0 for changelog.

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  1. README.md +135 -64
README.md CHANGED
@@ -15,18 +15,18 @@ pipeline_tag: image-segmentation
15
  Ultralytics YOLOE is a machine learning model that predicts bounding boxes, segmentation masks and classes of objects in an image.
16
 
17
  This is based on the implementation of YOLOE-Segmentation found [here](https://github.com/THU-MIG/yoloe).
18
- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.2/src/qai_hub_models/models/yoloe_seg) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
21
 
22
  ## Getting Started
23
  Due to licensing restrictions, we cannot distribute pre-exported model assets for this model.
24
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.2/src/qai_hub_models/models/yoloe_seg) Python library to compile and export the model with your own:
25
  - Custom weights (e.g., fine-tuned checkpoints)
26
  - Custom input shapes
27
  - Target device and runtime configurations
28
 
29
- See our repository for [YOLOE-Segmentation on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.62.2/src/qai_hub_models/models/yoloe_seg) for usage instructions.
30
 
31
 
32
  ## Model Details
@@ -42,67 +42,138 @@ See our repository for [YOLOE-Segmentation on GitHub](https://github.com/qualcom
42
  ## Performance Summary
43
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
44
  |---|---|---|---|---|---|---
45
- | YOLOE-Segmentation | ONNX | float | Snapdragon® X2 Elite | 15.738 ms | 17 - 17 MB | NPU
46
- | YOLOE-Segmentation | ONNX | float | Snapdragon® X Elite | 31.128 ms | 88 - 88 MB | NPU
47
- | YOLOE-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 24.667 ms | 3 - 286 MB | NPU
48
- | YOLOE-Segmentation | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 66.86 ms | 17 - 345 MB | NPU
49
- | YOLOE-Segmentation | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 55.253 ms | 9 - 17 MB | NPU
50
- | YOLOE-Segmentation | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.86 ms | 0 - 221 MB | NPU
51
- | YOLOE-Segmentation | ONNX | float | Qualcomm® QCS8450 | 66.86 ms | 17 - 345 MB | NPU
52
- | YOLOE-Segmentation | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 47.416 ms | 13 - 20 MB | NPU
53
- | YOLOE-Segmentation | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 31.128 ms | 88 - 88 MB | NPU
54
- | YOLOE-Segmentation | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 18.368 ms | 13 - 232 MB | NPU
55
- | YOLOE-Segmentation | ONNX | float | Snapdragon® 8 Elite Mobile | 18.368 ms | 13 - 232 MB | NPU
56
- | YOLOE-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.371 ms | 12 - 249 MB | NPU
57
- | YOLOE-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 15.565 ms | 5 - 5 MB | NPU
58
- | YOLOE-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 29.2 ms | 5 - 5 MB | NPU
59
- | YOLOE-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 21.739 ms | 5 - 274 MB | NPU
60
- | YOLOE-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 62.692 ms | 0 - 309 MB | NPU
61
- | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 51.952 ms | 5 - 16 MB | NPU
62
- | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 28.147 ms | 5 - 7 MB | NPU
63
- | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 44.242 ms | 1 - 208 MB | NPU
64
- | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® SA8650P | 44.242 ms | 1 - 208 MB | NPU
65
- | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® SA8255P | 44.242 ms | 1 - 208 MB | NPU
66
- | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 | 62.692 ms | 0 - 309 MB | NPU
67
- | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 44.525 ms | 7 - 17 MB | NPU
68
- | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 29.2 ms | 5 - 5 MB | NPU
69
- | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 17.211 ms | 0 - 213 MB | NPU
70
- | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 178.394 ms | 0 - 207 MB | NPU
71
- | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 49.911 ms | 0 - 248 MB | NPU
72
- | YOLOE-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 17.211 ms | 0 - 213 MB | NPU
73
- | YOLOE-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.649 ms | 5 - 216 MB | NPU
74
- | YOLOE-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 21.129 ms | 4 - 348 MB | NPU
75
- | YOLOE-Segmentation | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 62.613 ms | 5 - 395 MB | NPU
76
- | YOLOE-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 51.243 ms | 4 - 107 MB | NPU
77
- | YOLOE-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 27.771 ms | 4 - 36 MB | NPU
78
- | YOLOE-Segmentation | TFLITE | float | Qualcomm® SA8775P | 43.578 ms | 4 - 236 MB | NPU
79
- | YOLOE-Segmentation | TFLITE | float | Qualcomm® SA8650P | 43.578 ms | 4 - 236 MB | NPU
80
- | YOLOE-Segmentation | TFLITE | float | Qualcomm® SA8255P | 43.578 ms | 4 - 236 MB | NPU
81
- | YOLOE-Segmentation | TFLITE | float | Qualcomm® QCS8450 | 62.613 ms | 5 - 395 MB | NPU
82
- | YOLOE-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 43.956 ms | 4 - 106 MB | NPU
83
- | YOLOE-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 16.432 ms | 4 - 241 MB | NPU
84
- | YOLOE-Segmentation | TFLITE | float | Qualcomm® SA7255P | 177.518 ms | 5 - 238 MB | NPU
85
- | YOLOE-Segmentation | TFLITE | float | Qualcomm® SA8295P | 48.52 ms | 5 - 277 MB | NPU
86
- | YOLOE-Segmentation | TFLITE | float | Snapdragon® 8 Elite Mobile | 16.432 ms | 4 - 241 MB | NPU
87
- | YOLOE-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.328 ms | 4 - 247 MB | NPU
88
- | YOLOE-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.034 ms | 1 - 302 MB | NPU
89
- | YOLOE-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 12.967 ms | 1 - 306 MB | NPU
90
- | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 46.38 ms | 1 - 51 MB | NPU
91
- | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 8.508 ms | 1 - 51 MB | NPU
92
- | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.893 ms | 1 - 32 MB | NPU
93
- | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® SA8775P | 8.092 ms | 1 - 232 MB | NPU
94
- | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® SA8650P | 8.092 ms | 1 - 232 MB | NPU
95
- | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® SA8255P | 8.092 ms | 1 - 232 MB | NPU
96
- | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8450 | 12.967 ms | 1 - 306 MB | NPU
97
- | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 7.802 ms | 1 - 51 MB | NPU
98
- | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 148.261 ms | 1 - 248 MB | NPU
99
- | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 13.644 ms | 1 - 229 MB | NPU
100
- | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.883 ms | 1 - 230 MB | NPU
101
- | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® SA7255P | 26.74 ms | 1 - 230 MB | NPU
102
- | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® SA8295P | 14.205 ms | 1 - 233 MB | NPU
103
- | YOLOE-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 4.883 ms | 1 - 230 MB | NPU
104
- | YOLOE-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.402 ms | 0 - 242 MB | NPU
105
- | YOLOE-Segmentation | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 13.644 ms | 1 - 229 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
106
 
107
  ## License
108
  * The license for the original implementation of YOLOE-Segmentation can be found
 
15
  Ultralytics YOLOE is a machine learning model that predicts bounding boxes, segmentation masks and classes of objects in an image.
16
 
17
  This is based on the implementation of YOLOE-Segmentation found [here](https://github.com/THU-MIG/yoloe).
18
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/yoloe_seg) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
21
 
22
  ## Getting Started
23
  Due to licensing restrictions, we cannot distribute pre-exported model assets for this model.
24
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/yoloe_seg) Python library to compile and export the model with your own:
25
  - Custom weights (e.g., fine-tuned checkpoints)
26
  - Custom input shapes
27
  - Target device and runtime configurations
28
 
29
+ See our repository for [YOLOE-Segmentation on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/yoloe_seg) for usage instructions.
30
 
31
 
32
  ## Model Details
 
42
  ## Performance Summary
43
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
44
  |---|---|---|---|---|---|---
45
+ | YOLOE-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 12.025 ms | 12 - 238 MB | NPU
46
+ | YOLOE-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 17.309 ms | 12 - 222 MB | NPU
47
+ | YOLOE-Segmentation | ONNX | float | Snapdragon® X2 Elite | 15.611 ms | 17 - 17 MB | NPU
48
+ | YOLOE-Segmentation | ONNX | float | Snapdragon® X Elite | 31.079 ms | 88 - 88 MB | NPU
49
+ | YOLOE-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 24.271 ms | 1 - 275 MB | NPU
50
+ | YOLOE-Segmentation | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 56.12 ms | 1 - 318 MB | NPU
51
+ | YOLOE-Segmentation | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 54.968 ms | 9 - 18 MB | NPU
52
+ | YOLOE-Segmentation | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.174 ms | 0 - 403 MB | NPU
53
+ | YOLOE-Segmentation | ONNX | float | Qualcomm® QCS8450 | 56.12 ms | 1 - 318 MB | NPU
54
+ | YOLOE-Segmentation | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 47.29 ms | 13 - 21 MB | NPU
55
+ | YOLOE-Segmentation | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 31.079 ms | 88 - 88 MB | NPU
56
+ | YOLOE-Segmentation | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 17.309 ms | 12 - 222 MB | NPU
57
+ | YOLOE-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 9.939 ms | 6 - 332 MB | NPU
58
+ | YOLOE-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 12.079 ms | 6 - 318 MB | NPU
59
+ | YOLOE-Segmentation | ONNX | w8a16 | Snapdragon® X2 Elite | 10.66 ms | 9 - 9 MB | NPU
60
+ | YOLOE-Segmentation | ONNX | w8a16 | Snapdragon® X Elite | 22.775 ms | 45 - 45 MB | NPU
61
+ | YOLOE-Segmentation | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 16.498 ms | 0 - 407 MB | NPU
62
+ | YOLOE-Segmentation | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 32.511 ms | 1 - 409 MB | NPU
63
+ | YOLOE-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 96.197 ms | 6 - 12 MB | NPU
64
+ | YOLOE-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 22.476 ms | 6 - 12 MB | NPU
65
+ | YOLOE-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 22.64 ms | 0 - 48 MB | NPU
66
+ | YOLOE-Segmentation | ONNX | w8a16 | Qualcomm® QCS8450 | 32.511 ms | 1 - 409 MB | NPU
67
+ | YOLOE-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 21.846 ms | 6 - 12 MB | NPU
68
+ | YOLOE-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 22.775 ms | 45 - 45 MB | NPU
69
+ | YOLOE-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 342.806 ms | 1 - 369 MB | NPU
70
+ | YOLOE-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 34.982 ms | 8 - 334 MB | NPU
71
+ | YOLOE-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 12.079 ms | 6 - 318 MB | NPU
72
+ | YOLOE-Segmentation | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 34.982 ms | 8 - 334 MB | NPU
73
+ | YOLOE-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 4.321 ms | 0 - 250 MB | NPU
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+ | YOLOE-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.251 ms | 3 - 246 MB | NPU
75
+ | YOLOE-Segmentation | ONNX | w8a8 | Snapdragon® X2 Elite | 4.367 ms | 3 - 3 MB | NPU
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+ | YOLOE-Segmentation | ONNX | w8a8 | Snapdragon® X Elite | 9.685 ms | 45 - 45 MB | NPU
77
+ | YOLOE-Segmentation | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.514 ms | 0 - 323 MB | NPU
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+ | YOLOE-Segmentation | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 11.955 ms | 0 - 324 MB | NPU
79
+ | YOLOE-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 35.657 ms | 2 - 7 MB | NPU
80
+ | YOLOE-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 9.039 ms | 2 - 7 MB | NPU
81
+ | YOLOE-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 9.237 ms | 0 - 49 MB | NPU
82
+ | YOLOE-Segmentation | ONNX | w8a8 | Qualcomm® QCS8450 | 11.955 ms | 0 - 324 MB | NPU
83
+ | YOLOE-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 8.505 ms | 3 - 7 MB | NPU
84
+ | YOLOE-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 9.685 ms | 45 - 45 MB | NPU
85
+ | YOLOE-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 172.764 ms | 0 - 259 MB | NPU
86
+ | YOLOE-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 14.813 ms | 3 - 252 MB | NPU
87
+ | YOLOE-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 5.251 ms | 3 - 246 MB | NPU
88
+ | YOLOE-Segmentation | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.813 ms | 3 - 252 MB | NPU
89
+ | YOLOE-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 11.995 ms | 5 - 204 MB | NPU
90
+ | YOLOE-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 16.844 ms | 0 - 190 MB | NPU
91
+ | YOLOE-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 15.754 ms | 5 - 5 MB | NPU
92
+ | YOLOE-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 29.149 ms | 5 - 5 MB | NPU
93
+ | YOLOE-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 21.751 ms | 0 - 250 MB | NPU
94
+ | YOLOE-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 50.448 ms | 5 - 306 MB | NPU
95
+ | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 51.88 ms | 5 - 17 MB | NPU
96
+ | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 28.195 ms | 5 - 7 MB | NPU
97
+ | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 44.274 ms | 1 - 191 MB | NPU
98
+ | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® SA8650P | 44.274 ms | 1 - 191 MB | NPU
99
+ | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® SA8255P | 44.274 ms | 1 - 191 MB | NPU
100
+ | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 | 50.448 ms | 5 - 306 MB | NPU
101
+ | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 45.173 ms | 7 - 18 MB | NPU
102
+ | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 29.149 ms | 5 - 5 MB | NPU
103
+ | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 16.844 ms | 0 - 190 MB | NPU
104
+ | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 178.173 ms | 2 - 191 MB | NPU
105
+ | YOLOE-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 54.634 ms | 0 - 241 MB | NPU
106
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 8.246 ms | 2 - 309 MB | NPU
107
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 11.035 ms | 2 - 301 MB | NPU
108
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 10.285 ms | 2 - 2 MB | NPU
109
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Snapdragon® X Elite | 21.189 ms | 2 - 2 MB | NPU
110
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 14.145 ms | 2 - 388 MB | NPU
111
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 28.871 ms | 2 - 388 MB | NPU
112
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 94.118 ms | 2 - 9 MB | NPU
113
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 20.082 ms | 1 - 8 MB | NPU
114
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 20.353 ms | 2 - 5 MB | NPU
115
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.391 ms | 0 - 294 MB | NPU
116
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8650P | 19.391 ms | 0 - 294 MB | NPU
117
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8255P | 19.391 ms | 0 - 294 MB | NPU
118
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 28.871 ms | 2 - 388 MB | NPU
119
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 19.831 ms | 1 - 8 MB | NPU
120
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 21.189 ms | 2 - 2 MB | NPU
121
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 329.015 ms | 2 - 354 MB | NPU
122
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 34.176 ms | 2 - 309 MB | NPU
123
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 11.035 ms | 2 - 301 MB | NPU
124
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA7255P | 55.842 ms | 1 - 293 MB | NPU
125
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8295P | 30.074 ms | 0 - 296 MB | NPU
126
+ | YOLOE-Segmentation | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 34.176 ms | 2 - 309 MB | NPU
127
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.759 ms | 1 - 226 MB | NPU
128
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.112 ms | 1 - 219 MB | NPU
129
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.696 ms | 1 - 1 MB | NPU
130
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Snapdragon® X Elite | 9.855 ms | 1 - 1 MB | NPU
131
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.458 ms | 1 - 297 MB | NPU
132
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 11.711 ms | 1 - 297 MB | NPU
133
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 35.866 ms | 1 - 5 MB | NPU
134
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 8.947 ms | 1 - 6 MB | NPU
135
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 9.085 ms | 1 - 3 MB | NPU
136
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8775P | 8.568 ms | 1 - 222 MB | NPU
137
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8650P | 8.568 ms | 1 - 222 MB | NPU
138
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8255P | 8.568 ms | 1 - 222 MB | NPU
139
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 11.711 ms | 1 - 297 MB | NPU
140
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 8.308 ms | 3 - 8 MB | NPU
141
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 9.855 ms | 1 - 1 MB | NPU
142
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 171.111 ms | 1 - 245 MB | NPU
143
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 14.446 ms | 1 - 230 MB | NPU
144
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 5.112 ms | 1 - 219 MB | NPU
145
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA7255P | 27.526 ms | 1 - 221 MB | NPU
146
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8295P | 14.628 ms | 1 - 225 MB | NPU
147
+ | YOLOE-Segmentation | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.446 ms | 1 - 230 MB | NPU
148
+ | YOLOE-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 11.6 ms | 4 - 243 MB | NPU
149
+ | YOLOE-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 16.303 ms | 3 - 228 MB | NPU
150
+ | YOLOE-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 21.02 ms | 4 - 337 MB | NPU
151
+ | YOLOE-Segmentation | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 51.848 ms | 4 - 387 MB | NPU
152
+ | YOLOE-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 51.323 ms | 4 - 108 MB | NPU
153
+ | YOLOE-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 27.409 ms | 4 - 7 MB | NPU
154
+ | YOLOE-Segmentation | TFLITE | float | Qualcomm® SA8775P | 43.574 ms | 4 - 225 MB | NPU
155
+ | YOLOE-Segmentation | TFLITE | float | Qualcomm® SA8650P | 43.574 ms | 4 - 225 MB | NPU
156
+ | YOLOE-Segmentation | TFLITE | float | Qualcomm® SA8255P | 43.574 ms | 4 - 225 MB | NPU
157
+ | YOLOE-Segmentation | TFLITE | float | Qualcomm® QCS8450 | 51.848 ms | 4 - 387 MB | NPU
158
+ | YOLOE-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 44.266 ms | 6 - 108 MB | NPU
159
+ | YOLOE-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 16.303 ms | 3 - 228 MB | NPU
160
+ | YOLOE-Segmentation | TFLITE | float | Qualcomm® SA7255P | 177.515 ms | 5 - 225 MB | NPU
161
+ | YOLOE-Segmentation | TFLITE | float | Qualcomm® SA8295P | 48.139 ms | 5 - 270 MB | NPU
162
+ | YOLOE-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.395 ms | 0 - 231 MB | NPU
163
+ | YOLOE-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.941 ms | 1 - 223 MB | NPU
164
+ | YOLOE-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.059 ms | 1 - 296 MB | NPU
165
+ | YOLOE-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 11.177 ms | 1 - 297 MB | NPU
166
+ | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 34.513 ms | 1 - 51 MB | NPU
167
+ | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 8.546 ms | 1 - 52 MB | NPU
168
+ | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.94 ms | 1 - 60 MB | NPU
169
+ | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8450 | 11.177 ms | 1 - 297 MB | NPU
170
+ | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 7.861 ms | 0 - 50 MB | NPU
171
+ | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 165.012 ms | 1 - 235 MB | NPU
172
+ | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 13.513 ms | 1 - 223 MB | NPU
173
+ | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.941 ms | 1 - 223 MB | NPU
174
+ | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® SA7255P | 26.656 ms | 1 - 220 MB | NPU
175
+ | YOLOE-Segmentation | TFLITE | w8a8 | Qualcomm® SA8295P | 14.166 ms | 1 - 225 MB | NPU
176
+ | YOLOE-Segmentation | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 13.513 ms | 1 - 223 MB | NPU
177
 
178
  ## License
179
  * The license for the original implementation of YOLOE-Segmentation can be found