Hugging Face's logo

qualcomm
/
EdgeTAM

Image Segmentation
PyTorch
foundation
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
c54d79e
·
verified ·
1 Parent(s): 4e707df

v0.59.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.59.0 for changelog.

Files changed (2) hide show
  1. README.md +284 -293
  2. release_assets.json +15 -17
README.md CHANGED
@@ -15,7 +15,7 @@ pipeline_tag: image-segmentation
15
  EdgeTAM is a lightweight and efficient version of SAM 2, optimized for on-device tracking and segmenting any object in videos and low memory usage by using a novel 2D Spatial Perceiver and RepViT backbone.
16
 
17
  This is based on the implementation of EdgeTAM found [here](https://github.com/facebookresearch/EdgeTAM).
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/v0.58.0/src/qai_hub_models/models/edgetam) 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
 
@@ -28,26 +28,26 @@ Below are pre-exported model assets ready for deployment.
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.58.0/edgetam-onnx-float.zip)
32
- | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.58.0/edgetam-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/edgetam/releases/v0.58.0/edgetam-qnn_dlc-float.zip)
34
- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.58.0/edgetam-qnn_dlc-w8a8.zip)
35
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.58.0/edgetam-tflite-float.zip)
36
- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.58.0/edgetam-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[EdgeTAM on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/edgetam)**.
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/v0.58.0/src/qai_hub_models/models/edgetam) 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 [EdgeTAM on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/edgetam) for usage instructions.
51
 
52
  ## Model Details
53
 
@@ -66,294 +66,285 @@ See our repository for [EdgeTAM on GitHub](https://github.com/qualcomm/ai-hub-mo
66
  ## Performance Summary
67
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
68
  |---|---|---|---|---|---|---
69
- | encoder | ONNX | float | Snapdragon® X2 Elite | 8.853 ms | 70 - 70 MB | NPU
70
- | encoder | ONNX | float | Snapdragon® X Elite | 17.997 ms | 70 - 70 MB | NPU
71
- | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 14.055 ms | 56 - 405 MB | NPU
72
- | encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 91.226 ms | 1 - 414 MB | NPU
73
- | encoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 17.989 ms | 41 - 63 MB | NPU
74
- | encoder | ONNX | float | Qualcomm® QCS8450 | 91.226 ms | 1 - 414 MB | NPU
75
- | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 23.303 ms | 12 - 15 MB | NPU
 
 
 
76
  | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.981 ms | 44 - 381 MB | NPU
77
- | encoder | ONNX | float | Snapdragon® 8 Elite Mobile | 9.52 ms | 44 - 358 MB | NPU
78
- | encoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 9.52 ms | 44 - 358 MB | NPU
79
- | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 17.997 ms | 70 - 70 MB | NPU
80
- | encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.149 ms | 18 - 18 MB | NPU
81
- | encoder | ONNX | w8a8 | Snapdragon® X Elite | 8.196 ms | 18 - 18 MB | NPU
82
- | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.395 ms | 14 - 312 MB | NPU
83
- | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2290.981 ms | 9 - 326 MB | NPU
84
- | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 4489.323 ms | 3 - 6 MB | NPU
85
- | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.851 ms | 10 - 17 MB | NPU
86
- | encoder | ONNX | w8a8 | Qualcomm® QCS8450 | 2290.981 ms | 9 - 326 MB | NPU
87
- | encoder | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 4.467 ms | 12 - 273 MB | NPU
88
- | encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 10.584 ms | 15 - 275 MB | NPU
89
- | encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.052 ms | 2 - 283 MB | NPU
90
- | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 10.474 ms | 14 - 17 MB | NPU
91
- | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 50.656 ms | 5 - 259 MB | NPU
92
- | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 10.584 ms | 15 - 275 MB | NPU
93
- | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.467 ms | 12 - 273 MB | NPU
94
- | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 8.196 ms | 18 - 18 MB | NPU
95
- | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.156 ms | 12 - 12 MB | NPU
96
- | encoder | QNN_DLC | float | Snapdragon® X Elite | 23.558 ms | 12 - 12 MB | NPU
97
- | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.832 ms | 12 - 349 MB | NPU
98
- | encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 99.616 ms | 12 - 420 MB | NPU
99
- | encoder | QNN_DLC | float | Qualcomm® QCS8275 | 68.709 ms | 0 - 260 MB | NPU
100
- | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 22.885 ms | 12 - 15 MB | NPU
101
- | encoder | QNN_DLC | float | Qualcomm® SA8775P | 27.475 ms | 0 - 258 MB | NPU
102
- | encoder | QNN_DLC | float | Qualcomm® SA8650P | 27.475 ms | 0 - 258 MB | NPU
103
- | encoder | QNN_DLC | float | Qualcomm® SA8255P | 27.475 ms | 0 - 258 MB | NPU
104
- | encoder | QNN_DLC | float | Qualcomm® QCS8450 | 99.616 ms | 12 - 420 MB | NPU
105
- | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 28.311 ms | 14 - 48 MB | NPU
106
- | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.96 ms | 11 - 311 MB | NPU
107
- | encoder | QNN_DLC | float | Qualcomm® SA7255P | 68.709 ms | 0 - 260 MB | NPU
108
- | encoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 11.691 ms | 12 - 288 MB | NPU
109
- | encoder | QNN_DLC | float | Qualcomm® SA8295P | 53.585 ms | 0 - 336 MB | NPU
110
- | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 11.691 ms | 12 - 288 MB | NPU
111
- | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.558 ms | 12 - 12 MB | NPU
112
- | encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.333 ms | 3 - 3 MB | NPU
113
- | encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 11.643 ms | 3 - 3 MB | NPU
114
- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.353 ms | 3 - 301 MB | NPU
115
- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2262.225 ms | 3 - 326 MB | NPU
116
- | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing�� QCS6490 | 4486.468 ms | 3 - 12 MB | NPU
117
- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 20.142 ms | 3 - 260 MB | NPU
118
- | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 10.881 ms | 3 - 158 MB | NPU
119
- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 11.569 ms | 3 - 260 MB | NPU
120
- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 11.569 ms | 3 - 260 MB | NPU
121
- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 11.569 ms | 3 - 260 MB | NPU
122
- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 2262.225 ms | 3 - 326 MB | NPU
123
- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 4.528 ms | 3 - 251 MB | NPU
124
- | encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.425 ms | 3 - 263 MB | NPU
125
- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.772 ms | 3 - 269 MB | NPU
126
- | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 11.379 ms | 2 - 12 MB | NPU
127
- | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 82.972 ms | 5 - 237 MB | NPU
128
- | encoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.142 ms | 3 - 260 MB | NPU
129
- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2118.682 ms | 1 - 281 MB | NPU
130
- | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 11.425 ms | 3 - 263 MB | NPU
131
- | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.528 ms | 3 - 251 MB | NPU
132
- | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 11.643 ms | 3 - 3 MB | NPU
133
- | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.626 ms | 18 - 373 MB | NPU
134
- | encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 100.048 ms | 0 - 419 MB | NPU
135
- | encoder | TFLITE | float | Qualcomm® QCS8275 | 68.77 ms | 7 - 272 MB | NPU
136
- | encoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.593 ms | 20 - 22 MB | NPU
137
- | encoder | TFLITE | float | Qualcomm® SA8775P | 27.58 ms | 20 - 284 MB | NPU
138
- | encoder | TFLITE | float | Qualcomm® SA8650P | 27.58 ms | 20 - 284 MB | NPU
139
- | encoder | TFLITE | float | Qualcomm® SA8255P | 27.58 ms | 20 - 284 MB | NPU
140
- | encoder | TFLITE | float | Qualcomm® QCS8450 | 100.048 ms | 0 - 419 MB | NPU
141
- | encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 28.044 ms | 0 - 46 MB | NPU
142
- | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.953 ms | 20 - 327 MB | NPU
143
- | encoder | TFLITE | float | Qualcomm® SA7255P | 68.77 ms | 7 - 272 MB | NPU
144
- | encoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 11.596 ms | 18 - 304 MB | NPU
145
- | encoder | TFLITE | float | Qualcomm® SA8295P | 53.563 ms | 20 - 362 MB | NPU
146
- | encoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 11.596 ms | 18 - 304 MB | NPU
147
- | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.8 ms | 3 - 302 MB | NPU
148
- | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2264.609 ms | 2 - 327 MB | NPU
149
- | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 4521.946 ms | 5 - 28 MB | NPU
150
- | encoder | TFLITE | w8a8 | Qualcomm® QCS8275 | 13.727 ms | 5 - 260 MB | NPU
151
- | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.015 ms | 5 - 8 MB | NPU
152
- | encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 7.821 ms | 5 - 260 MB | NPU
153
- | encoder | TFLITE | w8a8 | Qualcomm® SA8650P | 7.821 ms | 5 - 260 MB | NPU
154
- | encoder | TFLITE | w8a8 | Qualcomm® SA8255P | 7.821 ms | 5 - 260 MB | NPU
155
- | encoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 2264.609 ms | 2 - 327 MB | NPU
156
- | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 2.963 ms | 5 - 249 MB | NPU
157
- | encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.175 ms | 2 - 257 MB | NPU
158
- | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.651 ms | 0 - 262 MB | NPU
159
- | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 9.577 ms | 5 - 21 MB | NPU
160
- | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 75.354 ms | 5 - 235 MB | NPU
161
- | encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.727 ms | 5 - 260 MB | NPU
162
- | encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 2123.549 ms | 0 - 280 MB | NPU
163
- | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 8.175 ms | 2 - 257 MB | NPU
164
- | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 2.963 ms | 5 - 249 MB | NPU
165
- | memory_encoder | ONNX | float | Snapdragon® X2 Elite | 10.431 ms | 8 - 8 MB | NPU
166
- | memory_encoder | ONNX | float | Snapdragon® X Elite | 24.76 ms | 8 - 8 MB | NPU
167
- | memory_encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 19.732 ms | 8 - 450 MB | NPU
168
- | memory_encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 40.174 ms | 8 - 332 MB | NPU
169
- | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 24.879 ms | 8 - 11 MB | NPU
170
- | memory_encoder | ONNX | float | Qualcomm® QCS8450 | 40.174 ms | 8 - 332 MB | NPU
171
- | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 29.32 ms | 8 - 11 MB | NPU
172
- | memory_encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.769 ms | 2 - 294 MB | NPU
173
- | memory_encoder | ONNX | float | Snapdragon® 8 Elite Mobile | 10.762 ms | 0 - 285 MB | NPU
174
- | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 10.762 ms | 0 - 285 MB | NPU
175
- | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 24.76 ms | 8 - 8 MB | NPU
176
- | memory_encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.04 ms | 2 - 2 MB | NPU
177
- | memory_encoder | ONNX | w8a8 | Snapdragon® X Elite | 6.044 ms | 1 - 1 MB | NPU
178
- | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.893 ms | 2 - 217 MB | NPU
179
- | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 11.305 ms | 2 - 344 MB | NPU
180
- | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 37.167 ms | 2 - 5 MB | NPU
181
- | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.71 ms | 1 - 5 MB | NPU
182
- | memory_encoder | ONNX | w8a8 | Qualcomm® QCS8450 | 11.305 ms | 2 - 344 MB | NPU
183
- | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 4.241 ms | 2 - 297 MB | NPU
184
- | memory_encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.0 ms | 2 - 283 MB | NPU
185
  | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.691 ms | 0 - 298 MB | NPU
186
- | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 6.238 ms | 2 - 5 MB | NPU
187
- | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 33.573 ms | 0 - 325 MB | NPU
188
- | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 7.0 ms | 2 - 283 MB | NPU
189
- | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.241 ms | 2 - 297 MB | NPU
190
- | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 6.044 ms | 1 - 1 MB | NPU
191
- | memory_encoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.196 ms | 8 - 8 MB | NPU
192
- | memory_encoder | QNN_DLC | float | Snapdragon® X Elite | 19.737 ms | 8 - 8 MB | NPU
193
- | memory_encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 13.404 ms | 0 - 528 MB | NPU
194
- | memory_encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 29.309 ms | 4 - 403 MB | NPU
195
- | memory_encoder | QNN_DLC | float | Qualcomm® QCS8275 | 44.894 ms | 0 - 316 MB | NPU
196
- | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 18.779 ms | 8 - 10 MB | NPU
197
- | memory_encoder | QNN_DLC | float | Qualcomm® SA8775P | 20.804 ms | 0 - 357 MB | NPU
198
- | memory_encoder | QNN_DLC | float | Qualcomm® SA8650P | 20.804 ms | 0 - 357 MB | NPU
199
- | memory_encoder | QNN_DLC | float | Qualcomm® SA8255P | 20.804 ms | 0 - 357 MB | NPU
200
- | memory_encoder | QNN_DLC | float | Qualcomm® QCS8450 | 29.309 ms | 4 - 403 MB | NPU
201
- | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 21.227 ms | 8 - 18 MB | NPU
202
- | memory_encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.228 ms | 4 - 314 MB | NPU
203
- | memory_encoder | QNN_DLC | float | Qualcomm® SA7255P | 44.894 ms | 0 - 316 MB | NPU
204
- | memory_encoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 10.594 ms | 4 - 324 MB | NPU
205
- | memory_encoder | QNN_DLC | float | Qualcomm® SA8295P | 23.527 ms | 0 - 366 MB | NPU
206
- | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 10.594 ms | 4 - 324 MB | NPU
207
- | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 19.737 ms | 8 - 8 MB | NPU
208
- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.093 ms | 2 - 2 MB | NPU
209
- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 6.731 ms | 2 - 2 MB | NPU
210
- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.102 ms | 0 - 236 MB | NPU
211
- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 7.884 ms | 0 - 200 MB | NPU
212
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 36.561 ms | 1 - 5 MB | NPU
213
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 11.39 ms | 2 - 167 MB | NPU
214
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.066 ms | 2 - 39 MB | NPU
215
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 6.7 ms | 2 - 168 MB | NPU
216
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 6.7 ms | 2 - 168 MB | NPU
217
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 6.7 ms | 2 - 168 MB | NPU
218
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 7.884 ms | 0 - 200 MB | NPU
219
- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 3.075 ms | 1 - 173 MB | NPU
220
- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.441 ms | 2 - 314 MB | NPU
221
- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.6 ms | 1 - 188 MB | NPU
222
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 6.429 ms | 3 - 7 MB | NPU
223
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 50.933 ms | 2 - 324 MB | NPU
224
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 11.39 ms | 2 - 167 MB | NPU
225
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 7.925 ms | 2 - 182 MB | NPU
226
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 7.441 ms | 2 - 314 MB | NPU
227
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 3.075 ms | 1 - 173 MB | NPU
228
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 6.731 ms | 2 - 2 MB | NPU
229
- | memory_encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 19.27 ms | 0 - 485 MB | NPU
230
- | memory_encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 37.995 ms | 0 - 328 MB | NPU
231
- | memory_encoder | TFLITE | float | Qualcomm® QCS8275 | 52.98 ms | 0 - 316 MB | NPU
232
- | memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 24.693 ms | 0 - 3 MB | NPU
233
- | memory_encoder | TFLITE | float | Qualcomm® SA8775P | 28.718 ms | 0 - 323 MB | NPU
234
- | memory_encoder | TFLITE | float | Qualcomm® SA8650P | 28.718 ms | 0 - 323 MB | NPU
235
- | memory_encoder | TFLITE | float | Qualcomm® SA8255P | 28.718 ms | 0 - 323 MB | NPU
236
- | memory_encoder | TFLITE | float | Qualcomm® QCS8450 | 37.995 ms | 0 - 328 MB | NPU
237
- | memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 29.777 ms | 0 - 16 MB | NPU
238
- | memory_encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.874 ms | 0 - 314 MB | NPU
239
- | memory_encoder | TFLITE | float | Qualcomm® SA7255P | 52.98 ms | 0 - 316 MB | NPU
240
- | memory_encoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 13.663 ms | 0 - 332 MB | NPU
241
- | memory_encoder | TFLITE | float | Qualcomm® SA8295P | 30.082 ms | 0 - 286 MB | NPU
242
- | memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 13.663 ms | 0 - 332 MB | NPU
243
- | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.294 ms | 1 - 259 MB | NPU
244
  | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 13.376 ms | 1 - 252 MB | NPU
245
- | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 108.781 ms | 10 - 52 MB | NPU
246
- | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS8275 | 17.715 ms | 1 - 228 MB | NPU
247
- | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.833 ms | 1 - 3 MB | NPU
248
- | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 10.055 ms | 1 - 229 MB | NPU
249
- | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8650P | 10.055 ms | 1 - 229 MB | NPU
250
- | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8255P | 10.055 ms | 1 - 229 MB | NPU
251
  | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 13.376 ms | 1 - 252 MB | NPU
252
- | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 4.651 ms | 1 - 221 MB | NPU
253
- | memory_encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 32.373 ms | 10 - 195 MB | NPU
254
- | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.031 ms | 1 - 239 MB | NPU
255
- | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 9.604 ms | 0 - 9 MB | NPU
256
- | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 70.336 ms | 10 - 237 MB | NPU
257
- | memory_encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 17.715 ms | 1 - 228 MB | NPU
258
- | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 12.401 ms | 1 - 231 MB | NPU
259
- | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 32.373 ms | 10 - 195 MB | NPU
260
- | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.651 ms | 1 - 221 MB | NPU
261
- | video_decoder | ONNX | float | Snapdragon® X2 Elite | 3.427 ms | 16 - 16 MB | NPU
262
- | video_decoder | ONNX | float | Snapdragon® X Elite | 7.186 ms | 16 - 16 MB | NPU
263
- | video_decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.072 ms | 17 - 279 MB | NPU
264
- | video_decoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 15.511 ms | 17 - 269 MB | NPU
265
- | video_decoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.245 ms | 16 - 20 MB | NPU
266
- | video_decoder | ONNX | float | Qualcomm® QCS8450 | 15.511 ms | 17 - 269 MB | NPU
267
- | video_decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 8.27 ms | 16 - 19 MB | NPU
268
- | video_decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.475 ms | 2 - 223 MB | NPU
269
- | video_decoder | ONNX | float | Snapdragon® 8 Elite Mobile | 3.995 ms | 3 - 219 MB | NPU
270
- | video_decoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 3.995 ms | 3 - 219 MB | NPU
271
- | video_decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 7.186 ms | 16 - 16 MB | NPU
272
- | video_decoder | ONNX | w8a8 | Snapdragon® X2 Elite | 1.638 ms | 4 - 4 MB | NPU
273
- | video_decoder | ONNX | w8a8 | Snapdragon® X Elite | 3.598 ms | 4 - 4 MB | NPU
274
- | video_decoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.279 ms | 4 - 174 MB | NPU
275
- | video_decoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 4.314 ms | 4 - 170 MB | NPU
276
- | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 14.559 ms | 4 - 7 MB | NPU
277
- | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.386 ms | 2 - 9 MB | NPU
278
- | video_decoder | ONNX | w8a8 | Qualcomm® QCS8450 | 4.314 ms | 4 - 170 MB | NPU
279
- | video_decoder | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 1.849 ms | 0 - 131 MB | NPU
280
- | video_decoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 4.146 ms | 4 - 309 MB | NPU
281
- | video_decoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.518 ms | 0 - 160 MB | NPU
282
- | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 3.952 ms | 4 - 7 MB | NPU
283
- | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 20.916 ms | 4 - 261 MB | NPU
284
- | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 4.146 ms | 4 - 309 MB | NPU
285
- | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 1.849 ms | 0 - 131 MB | NPU
286
- | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 3.598 ms | 4 - 4 MB | NPU
287
- | video_decoder | QNN_DLC | float | Snapdragon® X2 Elite | 3.29 ms | 16 - 16 MB | NPU
288
- | video_decoder | QNN_DLC | float | Snapdragon® X Elite | 6.145 ms | 16 - 16 MB | NPU
289
- | video_decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 4.076 ms | 4 - 252 MB | NPU
290
- | video_decoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 9.186 ms | 16 - 243 MB | NPU
291
- | video_decoder | QNN_DLC | float | Qualcomm® QCS8275 | 13.528 ms | 16 - 238 MB | NPU
292
- | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.851 ms | 16 - 18 MB | NPU
293
- | video_decoder | QNN_DLC | float | Qualcomm® SA8775P | 7.133 ms | 16 - 237 MB | NPU
294
- | video_decoder | QNN_DLC | float | Qualcomm® SA8650P | 7.133 ms | 16 - 237 MB | NPU
295
- | video_decoder | QNN_DLC | float | Qualcomm® SA8255P | 7.133 ms | 16 - 237 MB | NPU
296
- | video_decoder | QNN_DLC | float | Qualcomm® QCS8450 | 9.186 ms | 16 - 243 MB | NPU
297
- | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 6.954 ms | 16 - 34 MB | NPU
298
- | video_decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.823 ms | 4 - 203 MB | NPU
299
- | video_decoder | QNN_DLC | float | Qualcomm® SA7255P | 13.528 ms | 16 - 238 MB | NPU
300
- | video_decoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 3.171 ms | 4 - 219 MB | NPU
301
- | video_decoder | QNN_DLC | float | Qualcomm® SA8295P | 8.831 ms | 0 - 200 MB | NPU
302
- | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 3.171 ms | 4 - 219 MB | NPU
303
- | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 6.145 ms | 16 - 16 MB | NPU
304
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.778 ms | 4 - 4 MB | NPU
305
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 3.298 ms | 4 - 4 MB | NPU
306
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.917 ms | 0 - 116 MB | NPU
307
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 3.428 ms | 0 - 118 MB | NPU
308
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 11.629 ms | 3 - 9 MB | NPU
309
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 5.466 ms | 4 - 92 MB | NPU
310
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.915 ms | 4 - 6 MB | NPU
311
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 3.557 ms | 4 - 92 MB | NPU
312
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 3.557 ms | 4 - 92 MB | NPU
313
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 3.557 ms | 4 - 92 MB | NPU
314
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 3.428 ms | 0 - 118 MB | NPU
315
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 1.522 ms | 1 - 94 MB | NPU
316
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3.492 ms | 4 - 218 MB | NPU
317
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.322 ms | 1 - 115 MB | NPU
318
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 3.414 ms | 1 - 6 MB | NPU
319
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 13.503 ms | 4 - 280 MB | NPU
320
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 5.466 ms | 4 - 92 MB | NPU
321
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 4.041 ms | 4 - 95 MB | NPU
322
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 3.492 ms | 4 - 218 MB | NPU
323
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 1.522 ms | 1 - 94 MB | NPU
324
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 3.298 ms | 4 - 4 MB | NPU
325
- | video_decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.014 ms | 0 - 248 MB | NPU
326
- | video_decoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 9.378 ms | 0 - 230 MB | NPU
327
- | video_decoder | TFLITE | float | Qualcomm® QCS8275 | 13.387 ms | 0 - 216 MB | NPU
328
- | video_decoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.025 ms | 0 - 30 MB | NPU
329
- | video_decoder | TFLITE | float | Qualcomm® SA8775P | 7.188 ms | 0 - 222 MB | NPU
330
- | video_decoder | TFLITE | float | Qualcomm® SA8650P | 7.188 ms | 0 - 222 MB | NPU
331
- | video_decoder | TFLITE | float | Qualcomm® SA8255P | 7.188 ms | 0 - 222 MB | NPU
332
- | video_decoder | TFLITE | float | Qualcomm® QCS8450 | 9.378 ms | 0 - 230 MB | NPU
333
- | video_decoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 6.939 ms | 0 - 31 MB | NPU
334
- | video_decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.859 ms | 0 - 192 MB | NPU
335
- | video_decoder | TFLITE | float | Qualcomm® SA7255P | 13.387 ms | 0 - 216 MB | NPU
336
- | video_decoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.21 ms | 0 - 213 MB | NPU
337
- | video_decoder | TFLITE | float | Qualcomm® SA8295P | 8.73 ms | 0 - 239 MB | NPU
338
- | video_decoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.21 ms | 0 - 213 MB | NPU
339
- | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.916 ms | 0 - 252 MB | NPU
340
- | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 9.776 ms | 0 - 250 MB | NPU
341
- | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 37.331 ms | 12 - 59 MB | NPU
342
- | video_decoder | TFLITE | w8a8 | Qualcomm® QCS8275 | 15.35 ms | 0 - 215 MB | NPU
343
- | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.549 ms | 0 - 22 MB | NPU
344
- | video_decoder | TFLITE | w8a8 | Qualcomm® SA8775P | 9.754 ms | 0 - 218 MB | NPU
345
- | video_decoder | TFLITE | w8a8 | Qualcomm® SA8650P | 9.754 ms | 0 - 218 MB | NPU
346
- | video_decoder | TFLITE | w8a8 | Qualcomm® SA8255P | 9.754 ms | 0 - 218 MB | NPU
347
- | video_decoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 9.776 ms | 0 - 250 MB | NPU
348
- | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 3.907 ms | 0 - 244 MB | NPU
349
- | video_decoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 15.068 ms | 12 - 204 MB | NPU
350
- | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.376 ms | 0 - 251 MB | NPU
351
- | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 9.445 ms | 0 - 14 MB | NPU
352
- | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 35.192 ms | 12 - 212 MB | NPU
353
- | video_decoder | TFLITE | w8a8 | Qualcomm® SA7255P | 15.35 ms | 0 - 215 MB | NPU
354
- | video_decoder | TFLITE | w8a8 | Qualcomm® SA8295P | 9.293 ms | 0 - 222 MB | NPU
355
- | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 15.068 ms | 12 - 204 MB | NPU
356
- | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 3.907 ms | 0 - 244 MB | NPU
357
 
358
  ## License
359
  * The license for the original implementation of EdgeTAM can be found
 
15
  EdgeTAM is a lightweight and efficient version of SAM 2, optimized for on-device tracking and segmenting any object in videos and low memory usage by using a novel 2D Spatial Perceiver and RepViT backbone.
16
 
17
  This is based on the implementation of EdgeTAM found [here](https://github.com/facebookresearch/EdgeTAM).
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/v0.59.0/src/qai_hub_models/models/edgetam) 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
 
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | 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/edgetam/releases/v0.59.0/edgetam-onnx-float.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/edgetam/releases/v0.59.0/edgetam-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/edgetam/releases/v0.59.0/edgetam-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.59.0/edgetam-qnn_dlc-w8a8.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.59.0/edgetam-tflite-float.zip)
36
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.59.0/edgetam-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[EdgeTAM on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/edgetam)**.
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/v0.59.0/src/qai_hub_models/models/edgetam) 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 [EdgeTAM on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/edgetam) for usage instructions.
51
 
52
  ## Model Details
53
 
 
66
  ## Performance Summary
67
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
68
  |---|---|---|---|---|---|---
69
+ | encoder | ONNX | float | Snapdragon® X2 Elite | 8.833 ms | 70 - 70 MB | NPU
70
+ | encoder | ONNX | float | Snapdragon® X Elite | 17.873 ms | 70 - 70 MB | NPU
71
+ | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 14.067 ms | 47 - 394 MB | NPU
72
+ | encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 91.154 ms | 3 - 414 MB | NPU
73
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 18.011 ms | 48 - 50 MB | NPU
74
+ | encoder | ONNX | float | Qualcomm® QCS8450 | 91.154 ms | 3 - 414 MB | NPU
75
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 23.122 ms | 12 - 15 MB | NPU
76
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 17.873 ms | 70 - 70 MB | NPU
77
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 9.541 ms | 44 - 357 MB | NPU
78
+ | encoder | ONNX | float | Snapdragon® 8 Elite Mobile | 9.541 ms | 44 - 357 MB | NPU
79
  | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.981 ms | 44 - 381 MB | NPU
80
+ | encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.144 ms | 18 - 18 MB | NPU
81
+ | encoder | ONNX | w8a8 | Snapdragon® X Elite | 8.268 ms | 18 - 18 MB | NPU
82
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.368 ms | 14 - 309 MB | NPU
83
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2242.426 ms | 4 - 323 MB | NPU
84
+ | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 4475.73 ms | 3 - 6 MB | NPU
85
+ | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.941 ms | 10 - 16 MB | NPU
86
+ | encoder | ONNX | w8a8 | Qualcomm® QCS8450 | 2242.426 ms | 4 - 323 MB | NPU
87
+ | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 8.411 ms | 13 - 16 MB | NPU
88
+ | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 8.268 ms | 18 - 18 MB | NPU
89
+ | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.485 ms | 12 - 272 MB | NPU
90
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 4.485 ms | 12 - 272 MB | NPU
91
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.037 ms | 1 - 279 MB | NPU
92
+ | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.373 ms | 12 - 12 MB | NPU
93
+ | encoder | QNN_DLC | float | Snapdragon® X Elite | 23.494 ms | 12 - 12 MB | NPU
94
+ | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.934 ms | 6 - 343 MB | NPU
95
+ | encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 99.518 ms | 12 - 422 MB | NPU
96
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 68.706 ms | 17 - 277 MB | NPU
97
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.012 ms | 12 - 14 MB | NPU
98
+ | encoder | QNN_DLC | float | Qualcomm® SA8775P | 27.492 ms | 0 - 258 MB | NPU
99
+ | encoder | QNN_DLC | float | Qualcomm® SA8650P | 27.492 ms | 0 - 258 MB | NPU
100
+ | encoder | QNN_DLC | float | Qualcomm® SA8255P | 27.492 ms | 0 - 258 MB | NPU
101
+ | encoder | QNN_DLC | float | Qualcomm® QCS8450 | 99.518 ms | 12 - 422 MB | NPU
102
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 28.948 ms | 12 - 46 MB | NPU
103
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.494 ms | 12 - 12 MB | NPU
104
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 11.663 ms | 11 - 288 MB | NPU
105
+ | encoder | QNN_DLC | float | Qualcomm® SA7255P | 68.706 ms | 17 - 277 MB | NPU
106
+ | encoder | QNN_DLC | float | Qualcomm® SA8295P | 53.547 ms | 0 - 335 MB | NPU
107
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 11.663 ms | 11 - 288 MB | NPU
108
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.951 ms | 12 - 314 MB | NPU
109
+ | encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.293 ms | 3 - 3 MB | NPU
110
+ | encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 11.677 ms | 3 - 3 MB | NPU
111
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.34 ms | 3 - 302 MB | NPU
112
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2266.154 ms | 3 - 325 MB | NPU
113
+ | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 4540.687 ms | 3 - 12 MB | NPU
114
+ | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 20.15 ms | 3 - 260 MB | NPU
115
+ | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 10.89 ms | 3 - 5 MB | NPU
116
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 11.599 ms | 3 - 259 MB | NPU
117
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 11.599 ms | 3 - 259 MB | NPU
118
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 11.599 ms | 3 - 259 MB | NPU
119
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 2266.154 ms | 3 - 325 MB | NPU
120
+ | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 13.72 ms | 0 - 10 MB | NPU
121
+ | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 11.677 ms | 3 - 3 MB | NPU
122
+ | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 54.705 ms | 5 - 238 MB | NPU
123
+ | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 11.474 ms | 3 - 264 MB | NPU
124
+ | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.523 ms | 3 - 251 MB | NPU
125
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.15 ms | 3 - 260 MB | NPU
126
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2125.515 ms | 1 - 280 MB | NPU
127
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 4.523 ms | 3 - 251 MB | NPU
128
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.779 ms | 3 - 269 MB | NPU
129
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.474 ms | 3 - 264 MB | NPU
130
+ | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.656 ms | 20 - 371 MB | NPU
131
+ | encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 100.989 ms | 0 - 418 MB | NPU
132
+ | encoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 68.748 ms | 20 - 285 MB | NPU
133
+ | encoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.003 ms | 20 - 39 MB | NPU
134
+ | encoder | TFLITE | float | Qualcomm® SA8775P | 27.589 ms | 20 - 285 MB | NPU
135
+ | encoder | TFLITE | float | Qualcomm® SA8650P | 27.589 ms | 20 - 285 MB | NPU
136
+ | encoder | TFLITE | float | Qualcomm® SA8255P | 27.589 ms | 20 - 285 MB | NPU
137
+ | encoder | TFLITE | float | Qualcomm® QCS8450 | 100.989 ms | 0 - 418 MB | NPU
138
+ | encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 28.764 ms | 0 - 46 MB | NPU
139
+ | encoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 11.636 ms | 19 - 306 MB | NPU
140
+ | encoder | TFLITE | float | Qualcomm® SA7255P | 68.748 ms | 20 - 285 MB | NPU
141
+ | encoder | TFLITE | float | Qualcomm® SA8295P | 53.506 ms | 20 - 365 MB | NPU
142
+ | encoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 11.636 ms | 19 - 306 MB | NPU
143
+ | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.952 ms | 20 - 321 MB | NPU
144
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.799 ms | 3 - 301 MB | NPU
145
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2252.678 ms | 2 - 327 MB | NPU
146
+ | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 4541.95 ms | 0 - 24 MB | NPU
147
+ | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 13.689 ms | 5 - 260 MB | NPU
148
+ | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.068 ms | 5 - 7 MB | NPU
149
+ | encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 7.833 ms | 5 - 260 MB | NPU
150
+ | encoder | TFLITE | w8a8 | Qualcomm® SA8650P | 7.833 ms | 5 - 260 MB | NPU
151
+ | encoder | TFLITE | w8a8 | Qualcomm® SA8255P | 7.833 ms | 5 - 260 MB | NPU
152
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 2252.678 ms | 2 - 327 MB | NPU
153
+ | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 7.529 ms | 2 - 19 MB | NPU
154
+ | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 68.192 ms | 5 - 235 MB | NPU
155
+ | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 8.209 ms | 5 - 260 MB | NPU
156
+ | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 2.964 ms | 4 - 249 MB | NPU
157
+ | encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.689 ms | 5 - 260 MB | NPU
158
+ | encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 2095.818 ms | 1 - 281 MB | NPU
159
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 2.964 ms | 4 - 249 MB | NPU
160
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.66 ms | 0 - 262 MB | NPU
161
+ | encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.209 ms | 5 - 260 MB | NPU
162
+ | memory_encoder | ONNX | float | Snapdragon® X2 Elite | 10.393 ms | 8 - 8 MB | NPU
163
+ | memory_encoder | ONNX | float | Snapdragon® X Elite | 24.795 ms | 8 - 8 MB | NPU
164
+ | memory_encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 19.513 ms | 8 - 447 MB | NPU
165
+ | memory_encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 39.947 ms | 8 - 334 MB | NPU
166
+ | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 24.898 ms | 8 - 333 MB | NPU
167
+ | memory_encoder | ONNX | float | Qualcomm® QCS8450 | 39.947 ms | 8 - 334 MB | NPU
168
+ | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 35.317 ms | 8 - 11 MB | NPU
169
+ | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 24.795 ms | 8 - 8 MB | NPU
170
+ | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 10.737 ms | 2 - 285 MB | NPU
171
+ | memory_encoder | ONNX | float | Snapdragon® 8 Elite Mobile | 10.737 ms | 2 - 285 MB | NPU
172
+ | memory_encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.758 ms | 2 - 296 MB | NPU
173
+ | memory_encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.054 ms | 2 - 2 MB | NPU
174
+ | memory_encoder | ONNX | w8a8 | Snapdragon® X Elite | 6.028 ms | 2 - 2 MB | NPU
175
+ | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.887 ms | 2 - 217 MB | NPU
176
+ | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 11.375 ms | 2 - 344 MB | NPU
177
+ | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 37.721 ms | 2 - 5 MB | NPU
178
+ | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.803 ms | 1 - 114 MB | NPU
179
+ | memory_encoder | ONNX | w8a8 | Qualcomm® QCS8450 | 11.375 ms | 2 - 344 MB | NPU
180
+ | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 6.252 ms | 2 - 5 MB | NPU
181
+ | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 6.028 ms | 2 - 2 MB | NPU
182
+ | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.212 ms | 1 - 296 MB | NPU
183
+ | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 4.212 ms | 1 - 296 MB | NPU
 
 
 
 
184
  | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.691 ms | 0 - 298 MB | NPU
185
+ | memory_encoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.191 ms | 8 - 8 MB | NPU
186
+ | memory_encoder | QNN_DLC | float | Snapdragon® X Elite | 19.855 ms | 8 - 8 MB | NPU
187
+ | memory_encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 13.454 ms | 2 - 531 MB | NPU
188
+ | memory_encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 29.498 ms | 4 - 404 MB | NPU
189
+ | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 44.849 ms | 0 - 316 MB | NPU
190
+ | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 18.732 ms | 8 - 11 MB | NPU
191
+ | memory_encoder | QNN_DLC | float | Qualcomm® SA8775P | 20.808 ms | 0 - 357 MB | NPU
192
+ | memory_encoder | QNN_DLC | float | Qualcomm® SA8650P | 20.808 ms | 0 - 357 MB | NPU
193
+ | memory_encoder | QNN_DLC | float | Qualcomm® SA8255P | 20.808 ms | 0 - 357 MB | NPU
194
+ | memory_encoder | QNN_DLC | float | Qualcomm® QCS8450 | 29.498 ms | 4 - 404 MB | NPU
195
+ | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 20.881 ms | 8 - 18 MB | NPU
196
+ | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 19.855 ms | 8 - 8 MB | NPU
197
+ | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 10.58 ms | 4 - 323 MB | NPU
198
+ | memory_encoder | QNN_DLC | float | Qualcomm® SA7255P | 44.849 ms | 0 - 316 MB | NPU
199
+ | memory_encoder | QNN_DLC | float | Qualcomm® SA8295P | 23.474 ms | 0 - 366 MB | NPU
200
+ | memory_encoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 10.58 ms | 4 - 323 MB | NPU
201
+ | memory_encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.221 ms | 4 - 315 MB | NPU
202
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.08 ms | 2 - 2 MB | NPU
203
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 6.697 ms | 2 - 2 MB | NPU
204
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.071 ms | 0 - 236 MB | NPU
205
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 7.907 ms | 0 - 198 MB | NPU
206
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 37.0 ms | 1 - 5 MB | NPU
207
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 11.38 ms | 2 - 168 MB | NPU
208
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.038 ms | 2 - 4 MB | NPU
209
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 6.696 ms | 2 - 169 MB | NPU
210
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 6.696 ms | 2 - 169 MB | NPU
211
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 6.696 ms | 2 - 169 MB | NPU
212
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 7.907 ms | 0 - 198 MB | NPU
213
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 6.439 ms | 1 - 4 MB | NPU
214
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 6.697 ms | 2 - 2 MB | NPU
215
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 47.682 ms | 2 - 324 MB | NPU
216
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 7.471 ms | 1 - 312 MB | NPU
217
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 3.061 ms | 1 - 173 MB | NPU
218
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 11.38 ms | 2 - 168 MB | NPU
219
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 7.897 ms | 2 - 183 MB | NPU
220
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 3.061 ms | 1 - 173 MB | NPU
221
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.598 ms | 1 - 189 MB | NPU
222
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.471 ms | 1 - 312 MB | NPU
223
+ | memory_encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 19.592 ms | 0 - 364 MB | NPU
224
+ | memory_encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 37.949 ms | 0 - 321 MB | NPU
225
+ | memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 53.245 ms | 0 - 310 MB | NPU
226
+ | memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 24.823 ms | 0 - 3 MB | NPU
227
+ | memory_encoder | TFLITE | float | Qualcomm® SA8775P | 28.711 ms | 0 - 311 MB | NPU
228
+ | memory_encoder | TFLITE | float | Qualcomm® SA8650P | 28.711 ms | 0 - 311 MB | NPU
229
+ | memory_encoder | TFLITE | float | Qualcomm® SA8255P | 28.711 ms | 0 - 311 MB | NPU
230
+ | memory_encoder | TFLITE | float | Qualcomm® QCS8450 | 37.949 ms | 0 - 321 MB | NPU
231
+ | memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 29.135 ms | 0 - 16 MB | NPU
232
+ | memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 16.048 ms | 0 - 319 MB | NPU
233
+ | memory_encoder | TFLITE | float | Qualcomm® SA7255P | 53.245 ms | 0 - 310 MB | NPU
234
+ | memory_encoder | TFLITE | float | Qualcomm® SA8295P | 33.501 ms | 0 - 289 MB | NPU
235
+ | memory_encoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 16.048 ms | 0 - 319 MB | NPU
236
+ | memory_encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.939 ms | 0 - 305 MB | NPU
237
+ | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.281 ms | 0 - 254 MB | NPU
 
 
 
 
 
238
  | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 13.376 ms | 1 - 252 MB | NPU
239
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 113.201 ms | 10 - 52 MB | NPU
240
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 17.743 ms | 1 - 228 MB | NPU
241
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.824 ms | 1 - 4 MB | NPU
242
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 10.102 ms | 1 - 228 MB | NPU
243
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8650P | 10.102 ms | 1 - 228 MB | NPU
244
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8255P | 10.102 ms | 1 - 228 MB | NPU
245
  | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 13.376 ms | 1 - 252 MB | NPU
246
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 9.589 ms | 1 - 9 MB | NPU
247
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 70.994 ms | 10 - 236 MB | NPU
248
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 32.376 ms | 10 - 196 MB | NPU
249
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.657 ms | 0 - 237 MB | NPU
250
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 17.743 ms | 1 - 228 MB | NPU
251
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 12.332 ms | 1 - 231 MB | NPU
252
+ | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 4.657 ms | 0 - 237 MB | NPU
253
+ | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.031 ms | 1 - 241 MB | NPU
254
+ | memory_encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 32.376 ms | 10 - 196 MB | NPU
255
+ | video_decoder | ONNX | float | Snapdragon® X2 Elite | 3.361 ms | 16 - 16 MB | NPU
256
+ | video_decoder | ONNX | float | Snapdragon® X Elite | 7.135 ms | 16 - 16 MB | NPU
257
+ | video_decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.062 ms | 17 - 278 MB | NPU
258
+ | video_decoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 15.432 ms | 17 - 268 MB | NPU
259
+ | video_decoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.253 ms | 16 - 20 MB | NPU
260
+ | video_decoder | ONNX | float | Qualcomm® QCS8450 | 15.432 ms | 17 - 268 MB | NPU
261
+ | video_decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 8.283 ms | 16 - 19 MB | NPU
262
+ | video_decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 7.135 ms | 16 - 16 MB | NPU
263
+ | video_decoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 3.987 ms | 3 - 218 MB | NPU
264
+ | video_decoder | ONNX | float | Snapdragon® 8 Elite Mobile | 3.987 ms | 3 - 218 MB | NPU
265
+ | video_decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.473 ms | 3 - 225 MB | NPU
266
+ | video_decoder | ONNX | w8a8 | Snapdragon® X2 Elite | 1.627 ms | 4 - 4 MB | NPU
267
+ | video_decoder | ONNX | w8a8 | Snapdragon® X Elite | 3.603 ms | 4 - 4 MB | NPU
268
+ | video_decoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.291 ms | 4 - 221 MB | NPU
269
+ | video_decoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 4.29 ms | 4 - 171 MB | NPU
270
+ | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 14.04 ms | 4 - 7 MB | NPU
271
+ | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.409 ms | 2 - 163 MB | NPU
272
+ | video_decoder | ONNX | w8a8 | Qualcomm® QCS8450 | 4.29 ms | 4 - 171 MB | NPU
273
+ | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 4.565 ms | 4 - 7 MB | NPU
274
+ | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 3.603 ms | 4 - 4 MB | NPU
275
+ | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 1.844 ms | 0 - 134 MB | NPU
276
+ | video_decoder | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 1.844 ms | 0 - 134 MB | NPU
277
+ | video_decoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.544 ms | 1 - 163 MB | NPU
278
+ | video_decoder | QNN_DLC | float | Snapdragon® X2 Elite | 3.406 ms | 16 - 16 MB | NPU
279
+ | video_decoder | QNN_DLC | float | Snapdragon® X Elite | 6.073 ms | 16 - 16 MB | NPU
280
+ | video_decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 4.107 ms | 3 - 249 MB | NPU
281
+ | video_decoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 9.23 ms | 4 - 229 MB | NPU
282
+ | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 13.563 ms | 16 - 239 MB | NPU
283
+ | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.898 ms | 10 - 13 MB | NPU
284
+ | video_decoder | QNN_DLC | float | Qualcomm® SA8775P | 7.17 ms | 16 - 236 MB | NPU
285
+ | video_decoder | QNN_DLC | float | Qualcomm® SA8650P | 7.17 ms | 16 - 236 MB | NPU
286
+ | video_decoder | QNN_DLC | float | Qualcomm® SA8255P | 7.17 ms | 16 - 236 MB | NPU
287
+ | video_decoder | QNN_DLC | float | Qualcomm® QCS8450 | 9.23 ms | 4 - 229 MB | NPU
288
+ | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 6.957 ms | 16 - 34 MB | NPU
289
+ | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 6.073 ms | 16 - 16 MB | NPU
290
+ | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 3.174 ms | 4 - 219 MB | NPU
291
+ | video_decoder | QNN_DLC | float | Qualcomm® SA7255P | 13.563 ms | 16 - 239 MB | NPU
292
+ | video_decoder | QNN_DLC | float | Qualcomm® SA8295P | 8.879 ms | 0 - 200 MB | NPU
293
+ | video_decoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 3.174 ms | 4 - 219 MB | NPU
294
+ | video_decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.815 ms | 4 - 201 MB | NPU
295
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.79 ms | 4 - 4 MB | NPU
296
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 3.349 ms | 4 - 4 MB | NPU
297
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.912 ms | 0 - 115 MB | NPU
298
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 3.441 ms | 0 - 118 MB | NPU
299
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 11.418 ms | 1 - 7 MB | NPU
300
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 5.447 ms | 4 - 92 MB | NPU
301
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.895 ms | 4 - 120 MB | NPU
302
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 3.538 ms | 4 - 94 MB | NPU
303
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 3.538 ms | 4 - 94 MB | NPU
304
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 3.538 ms | 4 - 94 MB | NPU
305
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 3.441 ms | 0 - 118 MB | NPU
306
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 3.362 ms | 1 - 7 MB | NPU
307
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 3.349 ms | 4 - 4 MB | NPU
308
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 12.874 ms | 9 - 286 MB | NPU
309
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 3.459 ms | 4 - 217 MB | NPU
310
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 1.514 ms | 1 - 94 MB | NPU
311
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 5.447 ms | 4 - 92 MB | NPU
312
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 4.039 ms | 4 - 110 MB | NPU
313
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 1.514 ms | 1 - 94 MB | NPU
314
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.322 ms | 1 - 114 MB | NPU
315
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3.459 ms | 4 - 217 MB | NPU
316
+ | video_decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.041 ms | 0 - 247 MB | NPU
317
+ | video_decoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 9.392 ms | 0 - 229 MB | NPU
318
+ | video_decoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 13.405 ms | 0 - 216 MB | NPU
319
+ | video_decoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.865 ms | 0 - 3 MB | NPU
320
+ | video_decoder | TFLITE | float | Qualcomm® SA8775P | 7.224 ms | 0 - 222 MB | NPU
321
+ | video_decoder | TFLITE | float | Qualcomm® SA8650P | 7.224 ms | 0 - 222 MB | NPU
322
+ | video_decoder | TFLITE | float | Qualcomm® SA8255P | 7.224 ms | 0 - 222 MB | NPU
323
+ | video_decoder | TFLITE | float | Qualcomm® QCS8450 | 9.392 ms | 0 - 229 MB | NPU
324
+ | video_decoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 6.944 ms | 0 - 31 MB | NPU
325
+ | video_decoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.196 ms | 0 - 215 MB | NPU
326
+ | video_decoder | TFLITE | float | Qualcomm® SA7255P | 13.405 ms | 0 - 216 MB | NPU
327
+ | video_decoder | TFLITE | float | Qualcomm® SA8295P | 8.747 ms | 0 - 238 MB | NPU
328
+ | video_decoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.196 ms | 0 - 215 MB | NPU
329
+ | video_decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.838 ms | 0 - 191 MB | NPU
330
+ | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.902 ms | 0 - 250 MB | NPU
331
+ | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 9.803 ms | 0 - 246 MB | NPU
332
+ | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 40.448 ms | 12 - 59 MB | NPU
333
+ | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 15.367 ms | 0 - 215 MB | NPU
334
+ | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.546 ms | 0 - 28 MB | NPU
335
+ | video_decoder | TFLITE | w8a8 | Qualcomm® SA8775P | 9.778 ms | 0 - 219 MB | NPU
336
+ | video_decoder | TFLITE | w8a8 | Qualcomm® SA8650P | 9.778 ms | 0 - 219 MB | NPU
337
+ | video_decoder | TFLITE | w8a8 | Qualcomm® SA8255P | 9.778 ms | 0 - 219 MB | NPU
338
+ | video_decoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 9.803 ms | 0 - 246 MB | NPU
339
+ | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 9.467 ms | 0 - 14 MB | NPU
340
+ | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 35.113 ms | 12 - 213 MB | NPU
341
+ | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 15.327 ms | 12 - 204 MB | NPU
342
+ | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 3.877 ms | 0 - 248 MB | NPU
343
+ | video_decoder | TFLITE | w8a8 | Qualcomm® SA7255P | 15.367 ms | 0 - 215 MB | NPU
344
+ | video_decoder | TFLITE | w8a8 | Qualcomm® SA8295P | 9.27 ms | 0 - 222 MB | NPU
345
+ | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 3.877 ms | 0 - 248 MB | NPU
346
+ | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.381 ms | 0 - 250 MB | NPU
347
+ | video_decoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 15.327 ms | 12 - 204 MB | NPU
 
 
 
348
 
349
  ## License
350
  * The license for the original implementation of EdgeTAM can be found
release_assets.json CHANGED
@@ -1,51 +1,49 @@
1
  {
2
- "version": "0.58.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
- "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
- "litert": "1.4.4"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.58.0/edgetam-tflite-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/edgetam/releases/v0.58.0/edgetam-qnn_dlc-float.zip"
18
  },
19
- "onnx": {
20
  "tool_versions": {
21
- "qairt": "2.45.0.260326154327",
22
- "onnx_runtime": "1.25.0"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.58.0/edgetam-onnx-float.zip"
25
  }
26
  }
27
  },
28
  "w8a8": {
29
  "universal_assets": {
30
- "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
- "litert": "1.4.4"
34
  },
35
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.58.0/edgetam-tflite-w8a8.zip"
36
  },
37
  "qnn_dlc": {
38
  "tool_versions": {
39
  "qairt": "2.45.0.260326154327"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.58.0/edgetam-qnn_dlc-w8a8.zip"
42
  },
43
- "onnx": {
44
  "tool_versions": {
45
- "qairt": "2.45.0.260326154327",
46
- "onnx_runtime": "1.25.0"
47
  },
48
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.58.0/edgetam-onnx-w8a8.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.59.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
+ "onnx": {
7
  "tool_versions": {
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/edgetam/releases/v0.59.0/edgetam-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/edgetam/releases/v0.59.0/edgetam-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/edgetam/releases/v0.59.0/edgetam-tflite-float.zip"
24
  }
25
  }
26
  },
27
  "w8a8": {
28
  "universal_assets": {
29
+ "onnx": {
30
  "tool_versions": {
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/edgetam/releases/v0.59.0/edgetam-onnx-w8a8.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/edgetam/releases/v0.59.0/edgetam-qnn_dlc-w8a8.zip"
41
  },
42
+ "tflite": {
43
  "tool_versions": {
44
+ "qairt": "2.45.0.260326154327"
 
45
  },
46
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.59.0/edgetam-tflite-w8a8.zip"
47
  }
48
  }
49
  }