Hugging Face's logo

qualcomm
/
Detectron2-Detection

Object Detection
PyTorch
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
7dd7042
·
verified ·
1 Parent(s): 8533e4f

v0.61.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.61.0 for changelog.

Files changed (2) hide show
  1. README.md +258 -249
  2. release_assets.json +14 -8
README.md CHANGED
@@ -1,6 +1,6 @@
1
  ---
2
  library_name: pytorch
3
- license: other
4
  tags:
5
  - android
6
  pipeline_tag: object-detection
@@ -14,7 +14,7 @@ pipeline_tag: object-detection
14
  Detectron2-Detection is a machine learning model that can detect objects (trained on COCO dataset).
15
 
16
  This is based on the implementation of Detectron2-Detection found [here](https://github.com/facebookresearch/detectron2/).
17
- 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/v0.60.0/src/qai_hub_models/models/detectron2_detection) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  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.
20
 
@@ -27,27 +27,28 @@ Below are pre-exported model assets ready for deployment.
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-onnx-float.zip)
31
- | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-onnx-w8a16.zip)
32
- | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-onnx-w8a8.zip)
33
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-qnn_dlc-float.zip)
34
- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-qnn_dlc-w8a16.zip)
35
- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-qnn_dlc-w8a8.zip)
36
- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-tflite-w8a8.zip)
 
37
 
38
  For more device-specific assets and performance metrics, visit **[Detectron2-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detectron2_detection)**.
39
 
40
 
41
  ### Option 2: Export with Custom Configurations
42
 
43
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/detectron2_detection) Python library to compile and export the model with your own:
44
  - Custom weights (e.g., fine-tuned checkpoints)
45
  - Custom input shapes
46
  - Target device and runtime configurations
47
 
48
  This option is ideal if you need to customize the model beyond the default configuration provided here.
49
 
50
- See our repository for [Detectron2-Detection on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/detectron2_detection) for usage instructions.
51
 
52
  ## Model Details
53
 
@@ -62,244 +63,252 @@ See our repository for [Detectron2-Detection on GitHub](https://github.com/qualc
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
- | proposal_generator | ONNX | float | Snapdragon® X2 Elite | 21.351 ms | 74 - 74 MB | NPU
66
- | proposal_generator | ONNX | float | Snapdragon® X Elite | 33.406 ms | 66 - 66 MB | NPU
67
- | proposal_generator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 25.158 ms | 1 - 535 MB | NPU
68
- | proposal_generator | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 63.638 ms | 1 - 483 MB | NPU
69
- | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 51.33 ms | 7 - 18 MB | NPU
70
- | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 33.881 ms | 29 - 32 MB | NPU
71
- | proposal_generator | ONNX | float | Qualcomm® QCS8450 | 63.638 ms | 1 - 483 MB | NPU
72
- | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 49.284 ms | 7 - 17 MB | NPU
73
- | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 33.406 ms | 66 - 66 MB | NPU
74
- | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 20.528 ms | 25 - 485 MB | NPU
75
- | proposal_generator | ONNX | float | Snapdragon® 8 Elite Mobile | 20.528 ms | 25 - 485 MB | NPU
76
- | proposal_generator | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 15.937 ms | 26 - 497 MB | NPU
77
- | proposal_generator | ONNX | w8a16 | Snapdragon® X2 Elite | 10.806 ms | 36 - 36 MB | NPU
78
- | proposal_generator | ONNX | w8a16 | Snapdragon® X Elite | 19.616 ms | 36 - 36 MB | NPU
79
- | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.614 ms | 17 - 560 MB | NPU
80
- | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 34.295 ms | 15 - 530 MB | NPU
81
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 115.168 ms | 19 - 22 MB | NPU
82
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 19.75 ms | 14 - 18 MB | NPU
83
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 19.179 ms | 6 - 30 MB | NPU
84
- | proposal_generator | ONNX | w8a16 | Qualcomm® QCS8450 | 34.295 ms | 15 - 530 MB | NPU
85
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 24.28 ms | 18 - 21 MB | NPU
86
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 19.616 ms | 36 - 36 MB | NPU
87
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 250.262 ms | 9 - 570 MB | NPU
88
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 33.177 ms | 16 - 500 MB | NPU
89
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 11.673 ms | 13 - 479 MB | NPU
90
- | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 11.673 ms | 13 - 479 MB | NPU
91
- | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 9.603 ms | 14 - 492 MB | NPU
92
- | proposal_generator | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 33.177 ms | 16 - 500 MB | NPU
93
- | proposal_generator | ONNX | w8a8 | Snapdragon® X2 Elite | 4.576 ms | 18 - 18 MB | NPU
94
- | proposal_generator | ONNX | w8a8 | Snapdragon® X Elite | 11.077 ms | 20 - 20 MB | NPU
95
- | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.195 ms | 9 - 503 MB | NPU
96
- | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 15.735 ms | 7 - 493 MB | NPU
97
- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 46.365 ms | 14 - 17 MB | NPU
98
- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 11.247 ms | 0 - 28 MB | NPU
99
- | proposal_generator | ONNX | w8a8 | Qualcomm® QCS8450 | 15.735 ms | 7 - 493 MB | NPU
100
- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 13.497 ms | 9 - 12 MB | NPU
101
- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 11.077 ms | 20 - 20 MB | NPU
102
- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 133.299 ms | 0 - 426 MB | NPU
103
- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 18.67 ms | 9 - 445 MB | NPU
104
- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 6.207 ms | 9 - 431 MB | NPU
105
- | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 6.207 ms | 9 - 431 MB | NPU
106
- | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.515 ms | 8 - 447 MB | NPU
107
- | proposal_generator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 18.67 ms | 9 - 445 MB | NPU
108
- | proposal_generator | QNN_DLC | float | Snapdragon® X2 Elite | 22.076 ms | 7 - 7 MB | NPU
109
- | proposal_generator | QNN_DLC | float | Snapdragon® X Elite | 54.574 ms | 7 - 7 MB | NPU
110
- | proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 37.131 ms | 7 - 553 MB | NPU
111
- | proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 85.643 ms | 7 - 502 MB | NPU
112
- | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 184.435 ms | 0 - 468 MB | NPU
113
- | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 53.898 ms | 8 - 10 MB | NPU
114
- | proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 67.45 ms | 1 - 469 MB | NPU
115
- | proposal_generator | QNN_DLC | float | Qualcomm® SA8650P | 67.45 ms | 1 - 469 MB | NPU
116
- | proposal_generator | QNN_DLC | float | Qualcomm® SA8255P | 67.45 ms | 1 - 469 MB | NPU
117
- | proposal_generator | QNN_DLC | float | Qualcomm® QCS8450 | 85.643 ms | 7 - 502 MB | NPU
118
- | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 67.872 ms | 7 - 27 MB | NPU
119
- | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 54.574 ms | 7 - 7 MB | NPU
120
- | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 28.01 ms | 0 - 479 MB | NPU
121
- | proposal_generator | QNN_DLC | float | Qualcomm® SA7255P | 184.435 ms | 0 - 468 MB | NPU
122
- | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 28.01 ms | 0 - 479 MB | NPU
123
- | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.673 ms | 7 - 500 MB | NPU
124
- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 24.708 ms | 4 - 4 MB | NPU
125
- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X Elite | 55.875 ms | 4 - 4 MB | NPU
126
- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 36.681 ms | 4 - 757 MB | NPU
127
- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 61.477 ms | 4 - 735 MB | NPU
128
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 198.731 ms | 4 - 14 MB | NPU
129
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 97.65 ms | 0 - 545 MB | NPU
130
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 54.627 ms | 4 - 365 MB | NPU
131
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 54.711 ms | 2 - 547 MB | NPU
132
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8650P | 54.711 ms | 2 - 547 MB | NPU
133
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8255P | 54.711 ms | 2 - 547 MB | NPU
134
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 61.477 ms | 4 - 735 MB | NPU
135
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 55.237 ms | 3 - 14 MB | NPU
136
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 55.875 ms | 4 - 4 MB | NPU
137
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 443.618 ms | 4 - 537 MB | NPU
138
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 64.111 ms | 4 - 530 MB | NPU
139
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 25.436 ms | 4 - 441 MB | NPU
140
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA7255P | 97.65 ms | 0 - 545 MB | NPU
141
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8295P | 65.74 ms | 0 - 542 MB | NPU
142
- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 25.436 ms | 4 - 441 MB | NPU
143
- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 23.135 ms | 4 - 456 MB | NPU
144
- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 64.111 ms | 4 - 530 MB | NPU
145
- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 21.273 ms | 2 - 2 MB | NPU
146
- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X Elite | 41.526 ms | 2 - 2 MB | NPU
147
- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 27.409 ms | 2 - 494 MB | NPU
148
- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 47.456 ms | 2 - 488 MB | NPU
149
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 75.741 ms | 1 - 7 MB | NPU
150
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 71.732 ms | 2 - 439 MB | NPU
151
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 40.018 ms | 2 - 6 MB | NPU
152
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 40.353 ms | 2 - 439 MB | NPU
153
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8650P | 40.353 ms | 2 - 439 MB | NPU
154
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8255P | 40.353 ms | 2 - 439 MB | NPU
155
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 47.456 ms | 2 - 488 MB | NPU
156
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 41.162 ms | 0 - 6 MB | NPU
157
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 41.526 ms | 2 - 2 MB | NPU
158
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 218.301 ms | 2 - 440 MB | NPU
159
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 29.421 ms | 2 - 435 MB | NPU
160
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 23.613 ms | 2 - 440 MB | NPU
161
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA7255P | 71.732 ms | 2 - 439 MB | NPU
162
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8295P | 45.094 ms | 2 - 439 MB | NPU
163
- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 23.613 ms | 2 - 440 MB | NPU
164
- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 20.832 ms | 2 - 440 MB | NPU
165
- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 29.421 ms | 2 - 435 MB | NPU
166
- | proposal_generator | TFLITE | float | Qualcomm® SA8295P | 77.836 ms | 11 - 452 MB | NPU
167
- | proposal_generator | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.95 ms | 10 - 505 MB | NPU
168
- | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 29.607 ms | 2 - 504 MB | NPU
169
- | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 46.628 ms | 3 - 493 MB | NPU
170
- | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 73.145 ms | 3 - 443 MB | NPU
171
- | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 42.845 ms | 3 - 6 MB | NPU
172
- | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 43.255 ms | 3 - 444 MB | NPU
173
- | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8650P | 43.255 ms | 3 - 444 MB | NPU
174
- | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8255P | 43.255 ms | 3 - 444 MB | NPU
175
- | proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8450 | 46.628 ms | 3 - 493 MB | NPU
176
- | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 43.158 ms | 0 - 27 MB | NPU
177
- | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 36.492 ms | 1 - 448 MB | NPU
178
- | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 25.229 ms | 1 - 434 MB | NPU
179
- | proposal_generator | TFLITE | w8a8 | Qualcomm® SA7255P | 73.145 ms | 3 - 443 MB | NPU
180
- | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8295P | 49.788 ms | 3 - 444 MB | NPU
181
- | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 25.229 ms | 1 - 434 MB | NPU
182
- | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 23.488 ms | 1 - 450 MB | NPU
183
- | proposal_generator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 36.492 ms | 1 - 448 MB | NPU
184
- | roi_head | ONNX | float | Snapdragon® X2 Elite | 31.711 ms | 10 - 10 MB | NPU
185
- | roi_head | ONNX | float | Snapdragon® X Elite | 64.084 ms | 30 - 30 MB | NPU
186
- | roi_head | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 49.053 ms | 1 - 1366 MB | NPU
187
- | roi_head | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 95.827 ms | 1 - 437 MB | NPU
188
- | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 103.78 ms | 10 - 23 MB | NPU
189
- | roi_head | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 64.93 ms | 0 - 578 MB | NPU
190
- | roi_head | ONNX | float | Qualcomm® QCS8450 | 95.827 ms | 1 - 437 MB | NPU
191
- | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 94.329 ms | 10 - 22 MB | NPU
192
- | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.084 ms | 30 - 30 MB | NPU
193
- | roi_head | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 41.214 ms | 1 - 1177 MB | NPU
194
- | roi_head | ONNX | float | Snapdragon® 8 Elite Mobile | 41.214 ms | 1 - 1177 MB | NPU
195
- | roi_head | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.12 ms | 1 - 1271 MB | NPU
196
- | roi_head | ONNX | w8a16 | Snapdragon® X2 Elite | 16.074 ms | 6 - 6 MB | NPU
197
- | roi_head | ONNX | w8a16 | Snapdragon® X Elite | 32.78 ms | 13 - 13 MB | NPU
198
- | roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 25.858 ms | 5 - 456 MB | NPU
199
- | roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 48.697 ms | 5 - 452 MB | NPU
200
- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 193.235 ms | 5 - 8 MB | NPU
201
- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 35.118 ms | 5 - 8 MB | NPU
202
- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 32.769 ms | 0 - 18 MB | NPU
203
- | roi_head | ONNX | w8a16 | Qualcomm® QCS8450 | 48.697 ms | 5 - 452 MB | NPU
204
- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 32.695 ms | 5 - 8 MB | NPU
205
- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 32.78 ms | 13 - 13 MB | NPU
206
- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 568.848 ms | 5 - 826 MB | NPU
207
- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 60.534 ms | 5 - 535 MB | NPU
208
- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 19.165 ms | 1 - 441 MB | NPU
209
- | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 19.165 ms | 1 - 441 MB | NPU
210
- | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 14.076 ms | 1 - 444 MB | NPU
211
- | roi_head | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 60.534 ms | 5 - 535 MB | NPU
212
- | roi_head | ONNX | w8a8 | Snapdragon® X2 Elite | 9.027 ms | 2 - 2 MB | NPU
213
- | roi_head | ONNX | w8a8 | Snapdragon® X Elite | 19.064 ms | 14 - 14 MB | NPU
214
- | roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.617 ms | 3 - 357 MB | NPU
215
- | roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 43.185 ms | 3 - 353 MB | NPU
216
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 99.29 ms | 2 - 5 MB | NPU
217
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 18.487 ms | 0 - 21 MB | NPU
218
- | roi_head | ONNX | w8a8 | Qualcomm® QCS8450 | 43.185 ms | 3 - 353 MB | NPU
219
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 19.084 ms | 2 - 5 MB | NPU
220
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 19.064 ms | 14 - 14 MB | NPU
221
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 292.253 ms | 3 - 472 MB | NPU
222
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 31.51 ms | 2 - 342 MB | NPU
223
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 9.999 ms | 0 - 317 MB | NPU
224
- | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 9.999 ms | 0 - 317 MB | NPU
225
- | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.395 ms | 1 - 323 MB | NPU
226
- | roi_head | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 31.51 ms | 2 - 342 MB | NPU
227
- | roi_head | QNN_DLC | float | Snapdragon® X2 Elite | 31.297 ms | 10 - 10 MB | NPU
228
- | roi_head | QNN_DLC | float | Snapdragon® X Elite | 64.027 ms | 10 - 10 MB | NPU
229
- | roi_head | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 48.787 ms | 10 - 1667 MB | NPU
230
- | roi_head | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 116.784 ms | 9 - 437 MB | NPU
231
- | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 332.706 ms | 0 - 1466 MB | NPU
232
- | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 64.415 ms | 10 - 12 MB | NPU
233
- | roi_head | QNN_DLC | float | Qualcomm® SA8775P | 96.175 ms | 0 - 1466 MB | NPU
234
- | roi_head | QNN_DLC | float | Qualcomm® SA8650P | 96.175 ms | 0 - 1466 MB | NPU
235
- | roi_head | QNN_DLC | float | Qualcomm® SA8255P | 96.175 ms | 0 - 1466 MB | NPU
236
- | roi_head | QNN_DLC | float | Qualcomm® QCS8450 | 116.784 ms | 9 - 437 MB | NPU
237
- | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 94.248 ms | 10 - 21 MB | NPU
238
- | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.027 ms | 10 - 10 MB | NPU
239
- | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 39.535 ms | 0 - 1349 MB | NPU
240
- | roi_head | QNN_DLC | float | Qualcomm® SA7255P | 332.706 ms | 0 - 1466 MB | NPU
241
- | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 39.535 ms | 0 - 1349 MB | NPU
242
- | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.167 ms | 10 - 1458 MB | NPU
243
- | roi_head | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 15.84 ms | 5 - 5 MB | NPU
244
- | roi_head | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.87 ms | 5 - 5 MB | NPU
245
- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 25.238 ms | 5 - 439 MB | NPU
246
- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 48.139 ms | 5 - 436 MB | NPU
247
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 187.107 ms | 5 - 11 MB | NPU
248
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 96.939 ms | 5 - 384 MB | NPU
249
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.596 ms | 5 - 348 MB | NPU
250
- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 31.538 ms | 1 - 380 MB | NPU
251
- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8650P | 31.538 ms | 1 - 380 MB | NPU
252
- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8255P | 31.538 ms | 1 - 380 MB | NPU
253
- | roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 48.139 ms | 5 - 436 MB | NPU
254
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 31.673 ms | 3 - 9 MB | NPU
255
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 31.87 ms | 5 - 5 MB | NPU
256
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 641.381 ms | 5 - 521 MB | NPU
257
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 53.775 ms | 5 - 471 MB | NPU
258
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 18.926 ms | 5 - 430 MB | NPU
259
- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA7255P | 96.939 ms | 5 - 384 MB | NPU
260
- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8295P | 51.656 ms | 0 - 381 MB | NPU
261
- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 18.926 ms | 5 - 430 MB | NPU
262
- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 14.1 ms | 5 - 431 MB | NPU
263
- | roi_head | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 53.775 ms | 5 - 471 MB | NPU
264
- | roi_head | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 12.212 ms | 2 - 2 MB | NPU
265
- | roi_head | QNN_DLC | w8a8 | Snapdragon® X Elite | 19.659 ms | 2 - 2 MB | NPU
266
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.494 ms | 2 - 349 MB | NPU
267
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 34.064 ms | 2 - 349 MB | NPU
268
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 97.86 ms | 1 - 5 MB | NPU
269
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 48.893 ms | 1 - 301 MB | NPU
270
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 18.591 ms | 0 - 11 MB | NPU
271
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 19.39 ms | 2 - 302 MB | NPU
272
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8650P | 19.39 ms | 2 - 302 MB | NPU
273
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8255P | 19.39 ms | 2 - 302 MB | NPU
274
- | roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 34.064 ms | 2 - 349 MB | NPU
275
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 19.426 ms | 1 - 5 MB | NPU
276
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 19.659 ms | 2 - 2 MB | NPU
277
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 282.235 ms | 2 - 382 MB | NPU
278
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 30.559 ms | 2 - 326 MB | NPU
279
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 9.998 ms | 2 - 315 MB | NPU
280
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA7255P | 48.893 ms | 1 - 301 MB | NPU
281
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8295P | 28.135 ms | 0 - 301 MB | NPU
282
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 9.998 ms | 2 - 315 MB | NPU
283
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.3 ms | 2 - 322 MB | NPU
284
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 30.559 ms | 2 - 326 MB | NPU
285
- | roi_head | TFLITE | float | Qualcomm® SA8295P | 515.252 ms | 0 - 1601 MB | CPU
286
- | roi_head | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1992.132 ms | 0 - 2991 MB | NPU
287
- | roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 284.239 ms | 0 - 1592 MB | NPU
288
- | roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 876.401 ms | 1 - 817 MB | NPU
289
- | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 515.914 ms | 0 - 1278 MB | NPU
290
- | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 368.418 ms | 0 - 3 MB | NPU
291
- | roi_head | TFLITE | w8a8 | Qualcomm® SA8775P | 366.484 ms | 0 - 1278 MB | NPU
292
- | roi_head | TFLITE | w8a8 | Qualcomm® SA8650P | 366.484 ms | 0 - 1278 MB | NPU
293
- | roi_head | TFLITE | w8a8 | Qualcomm® SA8255P | 366.484 ms | 0 - 1278 MB | NPU
294
- | roi_head | TFLITE | w8a8 | Qualcomm® QCS8450 | 876.401 ms | 1 - 817 MB | NPU
295
- | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 381.644 ms | 0 - 35 MB | NPU
296
- | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1833.15 ms | 1136 - 2394 MB | NPU
297
- | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 193.873 ms | 0 - 1348 MB | NPU
298
- | roi_head | TFLITE | w8a8 | Qualcomm® SA7255P | 515.914 ms | 0 - 1278 MB | NPU
299
- | roi_head | TFLITE | w8a8 | Qualcomm® SA8295P | 384.791 ms | 0 - 666 MB | NPU
300
- | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 193.873 ms | 0 - 1348 MB | NPU
301
- | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 161.02 ms | 0 - 1471 MB | NPU
302
- | roi_head | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1833.15 ms | 1136 - 2394 MB | NPU
 
 
 
 
 
 
 
 
303
 
304
  ## License
305
  * The license for the original implementation of Detectron2-Detection can be found
 
1
  ---
2
  library_name: pytorch
3
+ license: apache-2.0
4
  tags:
5
  - android
6
  pipeline_tag: object-detection
 
14
  Detectron2-Detection is a machine learning model that can detect objects (trained on COCO dataset).
15
 
16
  This is based on the implementation of Detectron2-Detection found [here](https://github.com/facebookresearch/detectron2/).
17
+ 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/v0.61.0/src/qai_hub_models/models/detectron2_detection) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  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.
20
 
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-onnx-float.zip)
31
+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-onnx-w8a16.zip)
32
+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-onnx-w8a8.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-qnn_dlc-w8a16.zip)
35
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-qnn_dlc-w8a8.zip)
36
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-tflite-float.zip)
37
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-tflite-w8a8.zip)
38
 
39
  For more device-specific assets and performance metrics, visit **[Detectron2-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detectron2_detection)**.
40
 
41
 
42
  ### Option 2: Export with Custom Configurations
43
 
44
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/detectron2_detection) Python library to compile and export the model with your own:
45
  - Custom weights (e.g., fine-tuned checkpoints)
46
  - Custom input shapes
47
  - Target device and runtime configurations
48
 
49
  This option is ideal if you need to customize the model beyond the default configuration provided here.
50
 
51
+ See our repository for [Detectron2-Detection on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/detectron2_detection) for usage instructions.
52
 
53
  ## Model Details
54
 
 
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | proposal_generator | ONNX | float | Snapdragon® X Elite | 42.63 ms | 72 - 72 MB | NPU
67
+ | proposal_generator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 34.196 ms | 0 - 545 MB | NPU
68
+ | proposal_generator | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 75.801 ms | 5 - 494 MB | NPU
69
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 62.885 ms | 7 - 18 MB | NPU
70
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 44.648 ms | 11 - 419 MB | NPU
71
+ | proposal_generator | ONNX | float | Qualcomm® QCS8450 | 75.801 ms | 5 - 494 MB | NPU
72
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 59.623 ms | 7 - 17 MB | NPU
73
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 42.63 ms | 72 - 72 MB | NPU
74
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 28.893 ms | 25 - 503 MB | NPU
75
+ | proposal_generator | ONNX | float | Snapdragon® 8 Elite Mobile | 28.893 ms | 25 - 503 MB | NPU
76
+ | proposal_generator | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 24.654 ms | 26 - 617 MB | NPU
77
+ | proposal_generator | ONNX | w8a16 | Snapdragon® X2 Elite | 11.833 ms | 36 - 36 MB | NPU
78
+ | proposal_generator | ONNX | w8a16 | Snapdragon® X Elite | 22.514 ms | 36 - 36 MB | NPU
79
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 16.418 ms | 16 - 555 MB | NPU
80
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 29.627 ms | 15 - 539 MB | NPU
81
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 118.831 ms | 35 - 38 MB | NPU
82
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 22.457 ms | 14 - 18 MB | NPU
83
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 22.389 ms | 14 - 18 MB | NPU
84
+ | proposal_generator | ONNX | w8a16 | Qualcomm® QCS8450 | 29.627 ms | 15 - 539 MB | NPU
85
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing��� IQ-9075 | 23.236 ms | 18 - 20 MB | NPU
86
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 22.514 ms | 36 - 36 MB | NPU
87
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 295.069 ms | 26 - 568 MB | NPU
88
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 34.052 ms | 36 - 506 MB | NPU
89
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 16.56 ms | 16 - 496 MB | NPU
90
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 16.56 ms | 16 - 496 MB | NPU
91
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 10.427 ms | 15 - 500 MB | NPU
92
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 34.052 ms | 36 - 506 MB | NPU
93
+ | proposal_generator | ONNX | w8a8 | Snapdragon® X2 Elite | 45.229 ms | 18 - 18 MB | NPU
94
+ | proposal_generator | ONNX | w8a8 | Snapdragon® X Elite | 23.504 ms | 20 - 20 MB | NPU
95
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.667 ms | 9 - 514 MB | NPU
96
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 32.639 ms | 8 - 502 MB | NPU
97
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 51.145 ms | 32 - 35 MB | NPU
98
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 26.81 ms | 7 - 11 MB | NPU
99
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 26.346 ms | 0 - 320 MB | NPU
100
+ | proposal_generator | ONNX | w8a8 | Qualcomm® QCS8450 | 32.639 ms | 8 - 502 MB | NPU
101
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 26.056 ms | 7 - 10 MB | NPU
102
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 23.504 ms | 20 - 20 MB | NPU
103
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 139.278 ms | 25 - 438 MB | NPU
104
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 16.338 ms | 33 - 477 MB | NPU
105
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 17.076 ms | 10 - 448 MB | NPU
106
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 17.076 ms | 10 - 448 MB | NPU
107
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 68.233 ms | 9 - 435 MB | NPU
108
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 16.338 ms | 33 - 477 MB | NPU
109
+ | proposal_generator | QNN_DLC | float | Snapdragon® X Elite | 42.408 ms | 7 - 7 MB | NPU
110
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 33.388 ms | 7 - 558 MB | NPU
111
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 62.217 ms | 7 - 28 MB | NPU
112
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 164.689 ms | 1 - 478 MB | NPU
113
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 45.08 ms | 7 - 10 MB | NPU
114
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 59.061 ms | 1 - 478 MB | NPU
115
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA8650P | 59.061 ms | 1 - 478 MB | NPU
116
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA8255P | 59.061 ms | 1 - 478 MB | NPU
117
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 59.4 ms | 7 - 27 MB | NPU
118
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 42.408 ms | 7 - 7 MB | NPU
119
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 28.306 ms | 0 - 481 MB | NPU
120
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA7255P | 164.689 ms | 1 - 478 MB | NPU
121
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA8295P | 65.968 ms | 0 - 441 MB | NPU
122
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 28.306 ms | 0 - 481 MB | NPU
123
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 24.434 ms | 7 - 643 MB | NPU
124
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 10.202 ms | 4 - 4 MB | NPU
125
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X Elite | 19.373 ms | 4 - 4 MB | NPU
126
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.039 ms | 4 - 518 MB | NPU
127
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 33.752 ms | 4 - 498 MB | NPU
128
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 114.628 ms | 1 - 11 MB | NPU
129
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 45.532 ms | 2 - 444 MB | NPU
130
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 18.578 ms | 4 - 8 MB | NPU
131
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 18.943 ms | 1 - 444 MB | NPU
132
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8650P | 18.943 ms | 1 - 444 MB | NPU
133
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8255P | 18.943 ms | 1 - 444 MB | NPU
134
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 33.752 ms | 4 - 498 MB | NPU
135
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 20.934 ms | 1 - 12 MB | NPU
136
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 19.373 ms | 4 - 4 MB | NPU
137
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 313.042 ms | 4 - 568 MB | NPU
138
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 32.379 ms | 4 - 469 MB | NPU
139
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 13.831 ms | 4 - 445 MB | NPU
140
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA7255P | 45.532 ms | 2 - 444 MB | NPU
141
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8295P | 25.996 ms | 0 - 439 MB | NPU
142
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 13.831 ms | 4 - 445 MB | NPU
143
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 8.463 ms | 4 - 455 MB | NPU
144
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 32.379 ms | 4 - 469 MB | NPU
145
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 5.057 ms | 2 - 2 MB | NPU
146
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X Elite | 11.384 ms | 2 - 2 MB | NPU
147
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.201 ms | 2 - 497 MB | NPU
148
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 15.72 ms | 2 - 490 MB | NPU
149
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 47.171 ms | 2 - 8 MB | NPU
150
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 11.559 ms | 1 - 8 MB | NPU
151
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 24.798 ms | 2 - 441 MB | NPU
152
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 11.427 ms | 2 - 6 MB | NPU
153
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 11.641 ms | 2 - 442 MB | NPU
154
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8650P | 11.641 ms | 2 - 442 MB | NPU
155
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8255P | 11.641 ms | 2 - 442 MB | NPU
156
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 15.72 ms | 2 - 490 MB | NPU
157
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 11.791 ms | 2 - 8 MB | NPU
158
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 11.384 ms | 2 - 2 MB | NPU
159
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 130.816 ms | 2 - 459 MB | NPU
160
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 13.866 ms | 2 - 407 MB | NPU
161
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 6.104 ms | 2 - 432 MB | NPU
162
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA7255P | 24.798 ms | 2 - 441 MB | NPU
163
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8295P | 15.886 ms | 2 - 442 MB | NPU
164
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 6.104 ms | 2 - 432 MB | NPU
165
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.534 ms | 2 - 409 MB | NPU
166
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 13.866 ms | 2 - 407 MB | NPU
167
+ | proposal_generator | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 55.074 ms | 15 - 82 MB | NPU
168
+ | proposal_generator | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 22.162 ms | 17 - 503 MB | NPU
169
+ | proposal_generator | TFLITE | float | Qualcomm® SA8295P | 57.432 ms | 18 - 459 MB | NPU
170
+ | proposal_generator | TFLITE | float | Snapdragon® 8 Elite Mobile | 22.162 ms | 17 - 503 MB | NPU
171
+ | proposal_generator | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.57 ms | 0 - 494 MB | NPU
172
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.504 ms | 3 - 499 MB | NPU
173
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 21.548 ms | 5 - 494 MB | NPU
174
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 17.149 ms | 4 - 34 MB | NPU
175
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 31.005 ms | 5 - 442 MB | NPU
176
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 16.774 ms | 5 - 8 MB | NPU
177
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 17.546 ms | 5 - 442 MB | NPU
178
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8650P | 17.546 ms | 5 - 442 MB | NPU
179
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8255P | 17.546 ms | 5 - 442 MB | NPU
180
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8450 | 21.548 ms | 5 - 494 MB | NPU
181
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 17.595 ms | 4 - 33 MB | NPU
182
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 24.941 ms | 4 - 434 MB | NPU
183
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 9.289 ms | 4 - 427 MB | NPU
184
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® SA7255P | 31.005 ms | 5 - 442 MB | NPU
185
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8295P | 22.248 ms | 5 - 443 MB | NPU
186
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 9.289 ms | 4 - 427 MB | NPU
187
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.216 ms | 4 - 411 MB | NPU
188
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 24.941 ms | 4 - 434 MB | NPU
189
+ | roi_head | ONNX | float | Snapdragon® X Elite | 64.783 ms | 30 - 30 MB | NPU
190
+ | roi_head | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 49.107 ms | 10 - 1489 MB | NPU
191
+ | roi_head | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 96.133 ms | 11 - 456 MB | NPU
192
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 104.476 ms | 10 - 23 MB | NPU
193
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 65.461 ms | 0 - 33 MB | NPU
194
+ | roi_head | ONNX | float | Qualcomm® QCS8450 | 96.133 ms | 11 - 456 MB | NPU
195
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 95.16 ms | 10 - 22 MB | NPU
196
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.783 ms | 30 - 30 MB | NPU
197
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 41.753 ms | 1 - 1287 MB | NPU
198
+ | roi_head | ONNX | float | Snapdragon® 8 Elite Mobile | 41.753 ms | 1 - 1287 MB | NPU
199
+ | roi_head | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.225 ms | 3 - 1384 MB | NPU
200
+ | roi_head | ONNX | w8a16 | Snapdragon® X2 Elite | 17.075 ms | 6 - 6 MB | NPU
201
+ | roi_head | ONNX | w8a16 | Snapdragon® X Elite | 34.912 ms | 14 - 14 MB | NPU
202
+ | roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 25.134 ms | 5 - 474 MB | NPU
203
+ | roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 63.208 ms | 6 - 469 MB | NPU
204
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 194.654 ms | 5 - 8 MB | NPU
205
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 36.523 ms | 5 - 8 MB | NPU
206
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 33.873 ms | 0 - 36 MB | NPU
207
+ | roi_head | ONNX | w8a16 | Qualcomm® QCS8450 | 63.208 ms | 6 - 469 MB | NPU
208
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 33.118 ms | 5 - 8 MB | NPU
209
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 34.912 ms | 14 - 14 MB | NPU
210
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 589.147 ms | 0 - 873 MB | NPU
211
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 56.578 ms | 6 - 562 MB | NPU
212
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 19.81 ms | 1 - 459 MB | NPU
213
+ | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 19.81 ms | 1 - 459 MB | NPU
214
+ | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 14.334 ms | 0 - 463 MB | NPU
215
+ | roi_head | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 56.578 ms | 6 - 562 MB | NPU
216
+ | roi_head | ONNX | w8a8 | Snapdragon® X2 Elite | 9.303 ms | 2 - 2 MB | NPU
217
+ | roi_head | ONNX | w8a8 | Snapdragon® X Elite | 19.645 ms | 15 - 15 MB | NPU
218
+ | roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.97 ms | 3 - 374 MB | NPU
219
+ | roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 43.878 ms | 3 - 373 MB | NPU
220
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 102.639 ms | 2 - 5 MB | NPU
221
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 19.046 ms | 2 - 6 MB | NPU
222
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 19.044 ms | 3 - 23 MB | NPU
223
+ | roi_head | ONNX | w8a8 | Qualcomm® QCS8450 | 43.878 ms | 3 - 373 MB | NPU
224
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 19.596 ms | 2 - 5 MB | NPU
225
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 19.645 ms | 15 - 15 MB | NPU
226
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 333.356 ms | 0 - 510 MB | NPU
227
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 33.088 ms | 3 - 383 MB | NPU
228
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 10.462 ms | 0 - 335 MB | NPU
229
+ | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 10.462 ms | 0 - 335 MB | NPU
230
+ | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.694 ms | 0 - 340 MB | NPU
231
+ | roi_head | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 33.088 ms | 3 - 383 MB | NPU
232
+ | roi_head | QNN_DLC | float | Snapdragon® X Elite | 64.178 ms | 10 - 10 MB | NPU
233
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 48.188 ms | 6 - 1575 MB | NPU
234
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 103.267 ms | 10 - 22 MB | NPU
235
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 333.004 ms | 0 - 1378 MB | NPU
236
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 64.675 ms | 10 - 218 MB | NPU
237
+ | roi_head | QNN_DLC | float | Qualcomm® SA8775P | 96.579 ms | 1 - 1378 MB | NPU
238
+ | roi_head | QNN_DLC | float | Qualcomm® SA8650P | 96.579 ms | 1 - 1378 MB | NPU
239
+ | roi_head | QNN_DLC | float | Qualcomm® SA8255P | 96.579 ms | 1 - 1378 MB | NPU
240
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 94.628 ms | 10 - 21 MB | NPU
241
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.178 ms | 10 - 10 MB | NPU
242
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 39.307 ms | 0 - 1437 MB | NPU
243
+ | roi_head | QNN_DLC | float | Qualcomm® SA7255P | 333.004 ms | 0 - 1378 MB | NPU
244
+ | roi_head | QNN_DLC | float | Qualcomm® SA8295P | 94.054 ms | 0 - 385 MB | NPU
245
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 39.307 ms | 0 - 1437 MB | NPU
246
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.903 ms | 10 - 1539 MB | NPU
247
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 15.886 ms | 5 - 5 MB | NPU
248
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.942 ms | 5 - 5 MB | NPU
249
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 25.4 ms | 5 - 436 MB | NPU
250
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 47.897 ms | 5 - 436 MB | NPU
251
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 186.955 ms | 1 - 7 MB | NPU
252
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 96.904 ms | 1 - 380 MB | NPU
253
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.553 ms | 5 - 7 MB | NPU
254
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 31.542 ms | 5 - 384 MB | NPU
255
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8650P | 31.542 ms | 5 - 384 MB | NPU
256
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8255P | 31.542 ms | 5 - 384 MB | NPU
257
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 47.897 ms | 5 - 436 MB | NPU
258
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 31.288 ms | 5 - 11 MB | NPU
259
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 31.942 ms | 5 - 5 MB | NPU
260
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 647.421 ms | 7 - 524 MB | NPU
261
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 51.919 ms | 5 - 470 MB | NPU
262
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 19.031 ms | 5 - 429 MB | NPU
263
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA7255P | 96.904 ms | 1 - 380 MB | NPU
264
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8295P | 51.669 ms | 1 - 381 MB | NPU
265
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 19.031 ms | 5 - 429 MB | NPU
266
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 13.559 ms | 5 - 431 MB | NPU
267
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 51.919 ms | 5 - 470 MB | NPU
268
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 9.458 ms | 2 - 2 MB | NPU
269
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® X Elite | 19.927 ms | 2 - 2 MB | NPU
270
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.476 ms | 2 - 351 MB | NPU
271
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 34.194 ms | 2 - 347 MB | NPU
272
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 98.036 ms | 2 - 7 MB | NPU
273
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 18.173 ms | 2 - 7 MB | NPU
274
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 49.081 ms | 0 - 301 MB | NPU
275
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 18.957 ms | 3 - 5 MB | NPU
276
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 19.502 ms | 0 - 301 MB | NPU
277
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8650P | 19.502 ms | 0 - 301 MB | NPU
278
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8255P | 19.502 ms | 0 - 301 MB | NPU
279
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 34.194 ms | 2 - 347 MB | NPU
280
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 19.541 ms | 2 - 7 MB | NPU
281
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 19.927 ms | 2 - 2 MB | NPU
282
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 313.746 ms | 2 - 382 MB | NPU
283
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 30.527 ms | 2 - 327 MB | NPU
284
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 10.03 ms | 2 - 314 MB | NPU
285
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA7255P | 49.081 ms | 0 - 301 MB | NPU
286
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8295P | 28.134 ms | 0 - 301 MB | NPU
287
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 10.03 ms | 2 - 314 MB | NPU
288
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.365 ms | 2 - 321 MB | NPU
289
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 30.527 ms | 2 - 327 MB | NPU
290
+ | roi_head | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 2258.855 ms | 0 - 4083 MB | CPU
291
+ | roi_head | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 476.877 ms | 1 - 2884 MB | CPU
292
+ | roi_head | TFLITE | float | Qualcomm® SA8295P | 976.931 ms | 0 - 1600 MB | CPU
293
+ | roi_head | TFLITE | float | Snapdragon® 8 Elite Mobile | 476.877 ms | 1 - 2884 MB | CPU
294
+ | roi_head | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1995.138 ms | 1 - 2929 MB | NPU
295
+ | roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 289.439 ms | 0 - 1873 MB | NPU
296
+ | roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 856.091 ms | 1 - 804 MB | NPU
297
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 333.668 ms | 0 - 36 MB | NPU
298
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 516.662 ms | 0 - 1447 MB | NPU
299
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 368.645 ms | 0 - 3 MB | NPU
300
+ | roi_head | TFLITE | w8a8 | Qualcomm® SA8775P | 366.327 ms | 0 - 1447 MB | NPU
301
+ | roi_head | TFLITE | w8a8 | Qualcomm® SA8650P | 366.327 ms | 0 - 1447 MB | NPU
302
+ | roi_head | TFLITE | w8a8 | Qualcomm® SA8255P | 366.327 ms | 0 - 1447 MB | NPU
303
+ | roi_head | TFLITE | w8a8 | Qualcomm® QCS8450 | 856.091 ms | 1 - 804 MB | NPU
304
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 351.86 ms | 0 - 35 MB | NPU
305
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1818.616 ms | 1143 - 2402 MB | NPU
306
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 198.28 ms | 0 - 1328 MB | NPU
307
+ | roi_head | TFLITE | w8a8 | Qualcomm® SA7255P | 516.662 ms | 0 - 1447 MB | NPU
308
+ | roi_head | TFLITE | w8a8 | Qualcomm® SA8295P | 384.447 ms | 0 - 665 MB | NPU
309
+ | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 198.28 ms | 0 - 1328 MB | NPU
310
+ | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 161.807 ms | 0 - 1607 MB | NPU
311
+ | roi_head | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1818.616 ms | 1143 - 2402 MB | NPU
312
 
313
  ## License
314
  * The license for the original implementation of Detectron2-Detection can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.60.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,13 +8,19 @@
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-qnn_dlc-float.zip"
 
 
 
 
 
 
18
  }
19
  }
20
  },
@@ -25,13 +31,13 @@
25
  "qairt": "2.45.0.260326154327",
26
  "onnx_runtime": "1.27.1"
27
  },
28
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-onnx-w8a16.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-qnn_dlc-w8a16.zip"
35
  }
36
  }
37
  },
@@ -42,19 +48,19 @@
42
  "qairt": "2.45.0.260326154327",
43
  "onnx_runtime": "1.27.1"
44
  },
45
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-onnx-w8a8.zip"
46
  },
47
  "qnn_dlc": {
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327"
50
  },
51
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-qnn_dlc-w8a8.zip"
52
  },
53
  "tflite": {
54
  "tool_versions": {
55
  "qairt": "2.45.0.260326154327"
56
  },
57
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-tflite-w8a8.zip"
58
  }
59
  }
60
  }
 
1
  {
2
+ "version": "0.61.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-qnn_dlc-float.zip"
18
+ },
19
+ "tflite": {
20
+ "tool_versions": {
21
+ "qairt": "2.45.0.260326154327"
22
+ },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-tflite-float.zip"
24
  }
25
  }
26
  },
 
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  },
 
48
  "qairt": "2.45.0.260326154327",
49
  "onnx_runtime": "1.27.1"
50
  },
51
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-onnx-w8a8.zip"
52
  },
53
  "qnn_dlc": {
54
  "tool_versions": {
55
  "qairt": "2.45.0.260326154327"
56
  },
57
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-qnn_dlc-w8a8.zip"
58
  },
59
  "tflite": {
60
  "tool_versions": {
61
  "qairt": "2.45.0.260326154327"
62
  },
63
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.61.0/detectron2_detection-tflite-w8a8.zip"
64
  }
65
  }
66
  }