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EdgeTAM

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v0.48.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.48.0 for changelog.

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  1. README.md +138 -138
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/quic/ai-hub-models/blob/main/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 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.47.0/edgetam-onnx-float.zip)
32
- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.47.0/edgetam-onnx-w8a8.zip)
33
- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.47.0/edgetam-qnn_dlc-float.zip)
34
- | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.47.0/edgetam-qnn_dlc-w8a8.zip)
35
- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.47.0/edgetam-tflite-float.zip)
36
- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.47.0/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/quic/ai-hub-models/blob/main/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/quic/ai-hub-models/blob/main/qai_hub_models/models/edgetam) for usage instructions.
51
 
52
  ## Model Details
53
 
@@ -64,136 +64,136 @@ See our repository for [EdgeTAM on GitHub](https://github.com/quic/ai-hub-models
64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
- | EdgeTAMDecoder | ONNX | float | Snapdragon® X Elite | 6.843 ms | 16 - 16 MB | NPU
68
- | EdgeTAMDecoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.706 ms | 17 - 334 MB | NPU
69
- | EdgeTAMDecoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.785 ms | 16 - 24 MB | NPU
70
- | EdgeTAMDecoder | ONNX | float | Qualcomm® QCS9075 | 8.422 ms | 16 - 19 MB | NPU
71
- | EdgeTAMDecoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.491 ms | 2 - 236 MB | NPU
72
- | EdgeTAMDecoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.15 ms | 0 - 228 MB | NPU
73
- | EdgeTAMDecoder | ONNX | float | Snapdragon® X2 Elite | 3.303 ms | 15 - 15 MB | NPU
74
- | EdgeTAMDecoder | ONNX | w8a8 | Snapdragon® X Elite | 12.58 ms | 4 - 4 MB | NPU
75
- | EdgeTAMDecoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 9.225 ms | 4 - 275 MB | NPU
76
- | EdgeTAMDecoder | ONNX | w8a8 | Qualcomm® QCS6490 | 127.159 ms | 47 - 58 MB | CPU
77
- | EdgeTAMDecoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 12.466 ms | 2 - 10 MB | NPU
78
- | EdgeTAMDecoder | ONNX | w8a8 | Qualcomm® QCS9075 | 14.219 ms | 4 - 7 MB | NPU
79
- | EdgeTAMDecoder | ONNX | w8a8 | Qualcomm® QCM6690 | 58.694 ms | 44 - 66 MB | CPU
80
- | EdgeTAMDecoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.716 ms | 2 - 243 MB | NPU
81
- | EdgeTAMDecoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 51.163 ms | 50 - 68 MB | CPU
82
- | EdgeTAMDecoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.307 ms | 4 - 271 MB | NPU
83
- | EdgeTAMDecoder | ONNX | w8a8 | Snapdragon® X2 Elite | 5.449 ms | 4 - 4 MB | NPU
 
84
  | EdgeTAMDecoder | QNN_DLC | float | Snapdragon® X Elite | 5.462 ms | 16 - 16 MB | NPU
85
- | EdgeTAMDecoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.6 ms | 3 - 234 MB | NPU
86
- | EdgeTAMDecoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.442 ms | 16 - 281 MB | NPU
87
- | EdgeTAMDecoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.255 ms | 16 - 45 MB | NPU
88
- | EdgeTAMDecoder | QNN_DLC | float | Qualcomm® SA8775P | 6.494 ms | 16 - 217 MB | NPU
89
- | EdgeTAMDecoder | QNN_DLC | float | Qualcomm® QCS9075 | 6.873 ms | 18 - 36 MB | NPU
90
- | EdgeTAMDecoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8.859 ms | 4 - 226 MB | NPU
91
- | EdgeTAMDecoder | QNN_DLC | float | Qualcomm® SA7255P | 12.442 ms | 16 - 281 MB | NPU
92
- | EdgeTAMDecoder | QNN_DLC | float | Qualcomm® SA8295P | 8.061 ms | 0 - 215 MB | NPU
93
- | EdgeTAMDecoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.904 ms | 4 - 213 MB | NPU
94
- | EdgeTAMDecoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.53 ms | 16 - 214 MB | NPU
95
- | EdgeTAMDecoder | QNN_DLC | float | Snapdragon® X2 Elite | 2.999 ms | 16 - 16 MB | NPU
96
- | EdgeTAMDecoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.253 ms | 4 - 4 MB | NPU
97
- | EdgeTAMDecoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.298 ms | 0 - 102 MB | NPU
98
- | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.866 ms | 4 - 83 MB | NPU
99
- | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.912 ms | 0 - 31 MB | NPU
100
- | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 9.278 ms | 4 - 83 MB | NPU
101
- | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 2.475 ms | 1 - 7 MB | NPU
102
- | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 9.968 ms | 4 - 264 MB | NPU
103
- | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.65 ms | 0 - 102 MB | NPU
104
- | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.866 ms | 4 - 83 MB | NPU
105
- | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.964 ms | 4 - 97 MB | NPU
106
- | EdgeTAMDecoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.035 ms | 1 - 83 MB | NPU
107
- | EdgeTAMDecoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.62 ms | 4 - 208 MB | NPU
108
- | EdgeTAMDecoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.894 ms | 1 - 106 MB | NPU
109
- | EdgeTAMDecoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.367 ms | 4 - 4 MB | NPU
110
- | EdgeTAMDecoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.705 ms | 0 - 244 MB | NPU
111
- | EdgeTAMDecoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.818 ms | 0 - 210 MB | NPU
112
- | EdgeTAMDecoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.359 ms | 0 - 7 MB | NPU
113
- | EdgeTAMDecoder | TFLITE | float | Qualcomm® SA8775P | 6.772 ms | 0 - 211 MB | NPU
114
- | EdgeTAMDecoder | TFLITE | float | Qualcomm® QCS9075 | 6.998 ms | 0 - 30 MB | NPU
115
- | EdgeTAMDecoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.896 ms | 0 - 229 MB | NPU
116
- | EdgeTAMDecoder | TFLITE | float | Qualcomm® SA7255P | 12.818 ms | 0 - 210 MB | NPU
117
- | EdgeTAMDecoder | TFLITE | float | Qualcomm® SA8295P | 8.043 ms | 0 - 222 MB | NPU
118
- | EdgeTAMDecoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.899 ms | 0 - 218 MB | NPU
119
- | EdgeTAMDecoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.542 ms | 0 - 206 MB | NPU
120
- | EdgeTAMDecoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 9.195 ms | 0 - 261 MB | NPU
121
- | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.937 ms | 0 - 212 MB | NPU
122
- | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 12.191 ms | 0 - 2 MB | NPU
123
- | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® SA8775P | 51.678 ms | 0 - 213 MB | NPU
124
- | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 13.187 ms | 0 - 14 MB | NPU
125
- | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 51.184 ms | 12 - 205 MB | NPU
126
- | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 15.573 ms | 0 - 239 MB | NPU
127
- | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® SA7255P | 20.937 ms | 0 - 212 MB | NPU
128
- | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® SA8295P | 14.243 ms | 0 - 223 MB | NPU
129
- | EdgeTAMDecoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.872 ms | 0 - 225 MB | NPU
130
- | EdgeTAMDecoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 16.171 ms | 12 - 208 MB | NPU
131
- | EdgeTAMDecoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.415 ms | 0 - 239 MB | NPU
132
- | EdgeTAMEncoder | ONNX | float | Snapdragon® X Elite | 20.284 ms | 34 - 34 MB | NPU
133
- | EdgeTAMEncoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 14.878 ms | 45 - 396 MB | NPU
134
- | EdgeTAMEncoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 20.231 ms | 30 - 47 MB | NPU
135
- | EdgeTAMEncoder | ONNX | float | Qualcomm® QCS9075 | 28.941 ms | 12 - 27 MB | NPU
136
- | EdgeTAMEncoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.871 ms | 0 - 264 MB | NPU
137
- | EdgeTAMEncoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.757 ms | 45 - 328 MB | NPU
138
- | EdgeTAMEncoder | ONNX | float | Snapdragon® X2 Elite | 8.844 ms | 32 - 32 MB | NPU
139
- | EdgeTAMEncoder | ONNX | w8a8 | Snapdragon® X Elite | 8.85 ms | 16 - 16 MB | NPU
140
- | EdgeTAMEncoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.462 ms | 13 - 321 MB | NPU
141
- | EdgeTAMEncoder | ONNX | w8a8 | Qualcomm® QCS6490 | 488.296 ms | 203 - 213 MB | CPU
142
- | EdgeTAMEncoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.221 ms | 11 - 17 MB | NPU
143
- | EdgeTAMEncoder | ONNX | w8a8 | Qualcomm® QCS9075 | 9.524 ms | 12 - 15 MB | NPU
144
- | EdgeTAMEncoder | ONNX | w8a8 | Qualcomm® QCM6690 | 323.926 ms | 141 - 152 MB | CPU
145
- | EdgeTAMEncoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.476 ms | 10 - 273 MB | NPU
146
- | EdgeTAMEncoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 308.903 ms | 207 - 219 MB | CPU
147
- | EdgeTAMEncoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.303 ms | 0 - 275 MB | NPU
148
- | EdgeTAMEncoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.491 ms | 18 - 18 MB | NPU
149
- | EdgeTAMEncoder | QNN_DLC | float | Snapdragon® X Elite | 24.17 ms | 12 - 12 MB | NPU
150
- | EdgeTAMEncoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.948 ms | 12 - 368 MB | NPU
151
- | EdgeTAMEncoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 69.756 ms | 1 - 261 MB | NPU
152
- | EdgeTAMEncoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 23.673 ms | 12 - 14 MB | NPU
153
- | EdgeTAMEncoder | QNN_DLC | float | Qualcomm® SA8775P | 28.167 ms | 0 - 261 MB | NPU
154
- | EdgeTAMEncoder | QNN_DLC | float | Qualcomm® QCS9075 | 34.311 ms | 12 - 42 MB | NPU
155
- | EdgeTAMEncoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 98.559 ms | 12 - 466 MB | NPU
156
- | EdgeTAMEncoder | QNN_DLC | float | Qualcomm® SA7255P | 69.756 ms | 1 - 261 MB | NPU
157
- | EdgeTAMEncoder | QNN_DLC | float | Qualcomm® SA8295P | 57.556 ms | 0 - 358 MB | NPU
158
- | EdgeTAMEncoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.891 ms | 12 - 290 MB | NPU
159
- | EdgeTAMEncoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.637 ms | 12 - 308 MB | NPU
160
- | EdgeTAMEncoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.279 ms | 12 - 12 MB | NPU
161
- | EdgeTAMEncoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 12.205 ms | 3 - 3 MB | NPU
162
- | EdgeTAMEncoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.566 ms | 3 - 317 MB | NPU
163
- | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.524 ms | 3 - 266 MB | NPU
164
- | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.404 ms | 3 - 160 MB | NPU
165
- | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 12.088 ms | 3 - 266 MB | NPU
166
- | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 15.141 ms | 3 - 12 MB | NPU
167
- | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 59.198 ms | 3 - 269 MB | NPU
168
- | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1963.093 ms | 3 - 209 MB | NPU
169
- | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.524 ms | 3 - 266 MB | NPU
170
- | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2138.343 ms | 3 - 161 MB | NPU
171
- | EdgeTAMEncoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.362 ms | 0 - 255 MB | NPU
172
- | EdgeTAMEncoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.383 ms | 3 - 301 MB | NPU
173
- | EdgeTAMEncoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.229 ms | 3 - 269 MB | NPU
174
- | EdgeTAMEncoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.859 ms | 3 - 3 MB | NPU
175
- | EdgeTAMEncoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.568 ms | 15 - 372 MB | NPU
176
- | EdgeTAMEncoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 68.178 ms | 16 - 283 MB | NPU
177
- | EdgeTAMEncoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 22.855 ms | 16 - 18 MB | NPU
178
- | EdgeTAMEncoder | TFLITE | float | Qualcomm® SA8775P | 27.351 ms | 16 - 280 MB | NPU
179
- | EdgeTAMEncoder | TFLITE | float | Qualcomm® QCS9075 | 32.802 ms | 0 - 42 MB | NPU
180
- | EdgeTAMEncoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 99.118 ms | 16 - 460 MB | NPU
181
- | EdgeTAMEncoder | TFLITE | float | Qualcomm® SA7255P | 68.178 ms | 16 - 283 MB | NPU
182
- | EdgeTAMEncoder | TFLITE | float | Qualcomm® SA8295P | 54.228 ms | 16 - 366 MB | NPU
183
- | EdgeTAMEncoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.455 ms | 14 - 295 MB | NPU
184
- | EdgeTAMEncoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.409 ms | 16 - 318 MB | NPU
185
- | EdgeTAMEncoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.806 ms | 4 - 313 MB | NPU
186
- | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 13.791 ms | 4 - 258 MB | NPU
187
- | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.021 ms | 4 - 198 MB | NPU
188
- | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® SA8775P | 7.862 ms | 4 - 259 MB | NPU
189
- | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 7.867 ms | 4 - 19 MB | NPU
190
- | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 70.404 ms | 4 - 237 MB | NPU
191
- | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2256.068 ms | 0 - 330 MB | NPU
192
- | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.791 ms | 4 - 258 MB | NPU
193
- | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® SA8295P | 2221.179 ms | 0 - 277 MB | NPU
194
- | EdgeTAMEncoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.996 ms | 2 - 250 MB | NPU
195
- | EdgeTAMEncoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.263 ms | 3 - 262 MB | NPU
196
- | EdgeTAMEncoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.662 ms | 4 - 262 MB | NPU
197
 
198
  ## License
199
  * 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/main/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 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.48.0/edgetam-onnx-float.zip)
32
+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.48.0/edgetam-onnx-w8a8.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.48.0/edgetam-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.48.0/edgetam-qnn_dlc-w8a8.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.48.0/edgetam-tflite-float.zip)
36
+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.48.0/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/main/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/main/qai_hub_models/models/edgetam) for usage instructions.
51
 
52
  ## Model Details
53
 
 
64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
+ | EdgeTAMDecoder | ONNX | float | Snapdragon® X2 Elite | 3.307 ms | 14 - 14 MB | NPU
68
+ | EdgeTAMDecoder | ONNX | float | Snapdragon® X Elite | 6.909 ms | 16 - 16 MB | NPU
69
+ | EdgeTAMDecoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.714 ms | 16 - 339 MB | NPU
70
+ | EdgeTAMDecoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.78 ms | 16 - 24 MB | NPU
71
+ | EdgeTAMDecoder | ONNX | float | Qualcomm® QCS9075 | 8.434 ms | 16 - 19 MB | NPU
72
+ | EdgeTAMDecoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.495 ms | 2 - 236 MB | NPU
73
+ | EdgeTAMDecoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.15 ms | 17 - 244 MB | NPU
74
+ | EdgeTAMDecoder | ONNX | w8a8 | Snapdragon® X2 Elite | 5.372 ms | 4 - 4 MB | NPU
75
+ | EdgeTAMDecoder | ONNX | w8a8 | Snapdragon® X Elite | 12.52 ms | 4 - 4 MB | NPU
76
+ | EdgeTAMDecoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 9.183 ms | 4 - 268 MB | NPU
77
+ | EdgeTAMDecoder | ONNX | w8a8 | Qualcomm® QCS6490 | 136.665 ms | 39 - 60 MB | CPU
78
+ | EdgeTAMDecoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.984 ms | 2 - 10 MB | NPU
79
+ | EdgeTAMDecoder | ONNX | w8a8 | Qualcomm® QCS9075 | 13.37 ms | 4 - 7 MB | NPU
80
+ | EdgeTAMDecoder | ONNX | w8a8 | Qualcomm® QCM6690 | 56.841 ms | 44 - 66 MB | CPU
81
+ | EdgeTAMDecoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.812 ms | 2 - 244 MB | NPU
82
+ | EdgeTAMDecoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 51.58 ms | 50 - 68 MB | CPU
83
+ | EdgeTAMDecoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.29 ms | 4 - 270 MB | NPU
84
+ | EdgeTAMDecoder | QNN_DLC | float | Snapdragon® X2 Elite | 3.058 ms | 16 - 16 MB | NPU
85
  | EdgeTAMDecoder | QNN_DLC | float | Snapdragon® X Elite | 5.462 ms | 16 - 16 MB | NPU
86
+ | EdgeTAMDecoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.653 ms | 3 - 235 MB | NPU
87
+ | EdgeTAMDecoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.413 ms | 16 - 282 MB | NPU
88
+ | EdgeTAMDecoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.338 ms | 16 - 18 MB | NPU
89
+ | EdgeTAMDecoder | QNN_DLC | float | Qualcomm® SA8775P | 6.489 ms | 16 - 218 MB | NPU
90
+ | EdgeTAMDecoder | QNN_DLC | float | Qualcomm® QCS9075 | 6.869 ms | 16 - 34 MB | NPU
91
+ | EdgeTAMDecoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8.889 ms | 4 - 226 MB | NPU
92
+ | EdgeTAMDecoder | QNN_DLC | float | Qualcomm® SA7255P | 12.413 ms | 16 - 282 MB | NPU
93
+ | EdgeTAMDecoder | QNN_DLC | float | Qualcomm® SA8295P | 7.962 ms | 0 - 215 MB | NPU
94
+ | EdgeTAMDecoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.885 ms | 4 - 215 MB | NPU
95
+ | EdgeTAMDecoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.523 ms | 4 - 202 MB | NPU
96
+ | EdgeTAMDecoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.302 ms | 4 - 4 MB | NPU
97
+ | EdgeTAMDecoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.237 ms | 4 - 4 MB | NPU
98
+ | EdgeTAMDecoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.297 ms | 0 - 105 MB | NPU
99
+ | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.926 ms | 4 - 83 MB | NPU
100
+ | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.912 ms | 4 - 118 MB | NPU
101
+ | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.544 ms | 4 - 85 MB | NPU
102
+ | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 2.453 ms | 1 - 6 MB | NPU
103
+ | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 9.904 ms | 4 - 267 MB | NPU
104
+ | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.654 ms | 0 - 101 MB | NPU
105
+ | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.926 ms | 4 - 83 MB | NPU
106
+ | EdgeTAMDecoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.949 ms | 4 - 82 MB | NPU
107
+ | EdgeTAMDecoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.024 ms | 1 - 79 MB | NPU
108
+ | EdgeTAMDecoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.608 ms | 4 - 209 MB | NPU
109
+ | EdgeTAMDecoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.9 ms | 1 - 106 MB | NPU
110
+ | EdgeTAMDecoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.692 ms | 0 - 241 MB | NPU
111
+ | EdgeTAMDecoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.874 ms | 0 - 210 MB | NPU
112
+ | EdgeTAMDecoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.352 ms | 0 - 72 MB | NPU
113
+ | EdgeTAMDecoder | TFLITE | float | Qualcomm® SA8775P | 25.061 ms | 0 - 210 MB | NPU
114
+ | EdgeTAMDecoder | TFLITE | float | Qualcomm® QCS9075 | 6.992 ms | 0 - 30 MB | NPU
115
+ | EdgeTAMDecoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.849 ms | 0 - 228 MB | NPU
116
+ | EdgeTAMDecoder | TFLITE | float | Qualcomm® SA7255P | 12.874 ms | 0 - 210 MB | NPU
117
+ | EdgeTAMDecoder | TFLITE | float | Qualcomm® SA8295P | 7.954 ms | 0 - 222 MB | NPU
118
+ | EdgeTAMDecoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.919 ms | 0 - 218 MB | NPU
119
+ | EdgeTAMDecoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.538 ms | 0 - 206 MB | NPU
120
+ | EdgeTAMDecoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 9.231 ms | 0 - 259 MB | NPU
121
+ | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.931 ms | 0 - 212 MB | NPU
122
+ | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 12.209 ms | 0 - 22 MB | NPU
123
+ | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® SA8775P | 13.767 ms | 0 - 213 MB | NPU
124
+ | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 13.328 ms | 0 - 14 MB | NPU
125
+ | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 47.744 ms | 12 - 205 MB | NPU
126
+ | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 15.641 ms | 0 - 242 MB | NPU
127
+ | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® SA7255P | 20.931 ms | 0 - 212 MB | NPU
128
+ | EdgeTAMDecoder | TFLITE | w8a8 | Qualcomm® SA8295P | 14.223 ms | 0 - 223 MB | NPU
129
+ | EdgeTAMDecoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.839 ms | 0 - 225 MB | NPU
130
+ | EdgeTAMDecoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 16.196 ms | 14 - 210 MB | NPU
131
+ | EdgeTAMDecoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.436 ms | 0 - 240 MB | NPU
132
+ | EdgeTAMEncoder | ONNX | float | Snapdragon® X2 Elite | 8.842 ms | 32 - 32 MB | NPU
133
+ | EdgeTAMEncoder | ONNX | float | Snapdragon® X Elite | 20.359 ms | 34 - 34 MB | NPU
134
+ | EdgeTAMEncoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 14.849 ms | 45 - 396 MB | NPU
135
+ | EdgeTAMEncoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 20.31 ms | 28 - 45 MB | NPU
136
+ | EdgeTAMEncoder | ONNX | float | Qualcomm® QCS9075 | 29.888 ms | 12 - 26 MB | NPU
137
+ | EdgeTAMEncoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.874 ms | 33 - 307 MB | NPU
138
+ | EdgeTAMEncoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.774 ms | 45 - 329 MB | NPU
139
+ | EdgeTAMEncoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.512 ms | 18 - 18 MB | NPU
140
+ | EdgeTAMEncoder | ONNX | w8a8 | Snapdragon® X Elite | 8.925 ms | 16 - 16 MB | NPU
141
+ | EdgeTAMEncoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.45 ms | 12 - 323 MB | NPU
142
+ | EdgeTAMEncoder | ONNX | w8a8 | Qualcomm® QCS6490 | 485.52 ms | 203 - 212 MB | CPU
143
+ | EdgeTAMEncoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.233 ms | 11 - 20 MB | NPU
144
+ | EdgeTAMEncoder | ONNX | w8a8 | Qualcomm® QCS9075 | 9.326 ms | 12 - 15 MB | NPU
145
+ | EdgeTAMEncoder | ONNX | w8a8 | Qualcomm® QCM6690 | 323.476 ms | 209 - 220 MB | CPU
146
+ | EdgeTAMEncoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.455 ms | 10 - 273 MB | NPU
147
+ | EdgeTAMEncoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 303.231 ms | 166 - 177 MB | CPU
148
+ | EdgeTAMEncoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.304 ms | 0 - 274 MB | NPU
149
+ | EdgeTAMEncoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.285 ms | 12 - 12 MB | NPU
150
+ | EdgeTAMEncoder | QNN_DLC | float | Snapdragon® X Elite | 24.091 ms | 12 - 12 MB | NPU
151
+ | EdgeTAMEncoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 17.077 ms | 0 - 353 MB | NPU
152
+ | EdgeTAMEncoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 69.724 ms | 0 - 261 MB | NPU
153
+ | EdgeTAMEncoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 23.785 ms | 12 - 16 MB | NPU
154
+ | EdgeTAMEncoder | QNN_DLC | float | Qualcomm® SA8775P | 122.329 ms | 12 - 271 MB | NPU
155
+ | EdgeTAMEncoder | QNN_DLC | float | Qualcomm® QCS9075 | 34.292 ms | 12 - 42 MB | NPU
156
+ | EdgeTAMEncoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 98.748 ms | 0 - 453 MB | NPU
157
+ | EdgeTAMEncoder | QNN_DLC | float | Qualcomm® SA7255P | 69.724 ms | 0 - 261 MB | NPU
158
+ | EdgeTAMEncoder | QNN_DLC | float | Qualcomm® SA8295P | 57.576 ms | 0 - 359 MB | NPU
159
+ | EdgeTAMEncoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.862 ms | 12 - 289 MB | NPU
160
+ | EdgeTAMEncoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.594 ms | 2 - 298 MB | NPU
161
+ | EdgeTAMEncoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.777 ms | 3 - 3 MB | NPU
162
+ | EdgeTAMEncoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 12.147 ms | 3 - 3 MB | NPU
163
+ | EdgeTAMEncoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.558 ms | 3 - 315 MB | NPU
164
+ | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.498 ms | 3 - 265 MB | NPU
165
+ | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.396 ms | 3 - 5 MB | NPU
166
+ | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 12.061 ms | 3 - 266 MB | NPU
167
+ | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 14.758 ms | 0 - 9 MB | NPU
168
+ | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 59.07 ms | 3 - 270 MB | NPU
169
+ | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1944.416 ms | 3 - 208 MB | NPU
170
+ | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.498 ms | 3 - 265 MB | NPU
171
+ | EdgeTAMEncoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2124.917 ms | 3 - 161 MB | NPU
172
+ | EdgeTAMEncoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.371 ms | 3 - 259 MB | NPU
173
+ | EdgeTAMEncoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.444 ms | 3 - 301 MB | NPU
174
+ | EdgeTAMEncoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.237 ms | 3 - 270 MB | NPU
175
+ | EdgeTAMEncoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.186 ms | 15 - 374 MB | NPU
176
+ | EdgeTAMEncoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 68.279 ms | 16 - 283 MB | NPU
177
+ | EdgeTAMEncoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 22.922 ms | 16 - 18 MB | NPU
178
+ | EdgeTAMEncoder | TFLITE | float | Qualcomm® SA8775P | 27.312 ms | 16 - 280 MB | NPU
179
+ | EdgeTAMEncoder | TFLITE | float | Qualcomm® QCS9075 | 32.384 ms | 0 - 42 MB | NPU
180
+ | EdgeTAMEncoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 99.219 ms | 14 - 458 MB | NPU
181
+ | EdgeTAMEncoder | TFLITE | float | Qualcomm® SA7255P | 68.279 ms | 16 - 283 MB | NPU
182
+ | EdgeTAMEncoder | TFLITE | float | Qualcomm® SA8295P | 54.203 ms | 16 - 365 MB | NPU
183
+ | EdgeTAMEncoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.484 ms | 15 - 294 MB | NPU
184
+ | EdgeTAMEncoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.419 ms | 16 - 319 MB | NPU
185
+ | EdgeTAMEncoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.821 ms | 4 - 308 MB | NPU
186
+ | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 13.777 ms | 4 - 259 MB | NPU
187
+ | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.024 ms | 4 - 6 MB | NPU
188
+ | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® SA8775P | 32.7 ms | 4 - 259 MB | NPU
189
+ | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 8.101 ms | 4 - 19 MB | NPU
190
+ | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 45.465 ms | 4 - 236 MB | NPU
191
+ | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2243.606 ms | 0 - 332 MB | NPU
192
+ | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.777 ms | 4 - 259 MB | NPU
193
+ | EdgeTAMEncoder | TFLITE | w8a8 | Qualcomm® SA8295P | 2178.234 ms | 0 - 277 MB | NPU
194
+ | EdgeTAMEncoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.985 ms | 2 - 247 MB | NPU
195
+ | EdgeTAMEncoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.161 ms | 2 - 261 MB | NPU
196
+ | EdgeTAMEncoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.655 ms | 0 - 257 MB | NPU
 
197
 
198
  ## License
199
  * The license for the original implementation of EdgeTAM can be found