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EdgeTAM

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v0.50.2

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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +140 -136
  2. release_assets.json +1 -1
README.md CHANGED
@@ -28,12 +28,12 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | 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/v0.50.1/edgetam-onnx-float.zip)
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- | 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/v0.50.1/edgetam-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.1/edgetam-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.1/edgetam-qnn_dlc-w8a8.zip)
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- | 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/v0.50.1/edgetam-tflite-float.zip)
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- | 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/v0.50.1/edgetam-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[EdgeTAM on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/edgetam)**.
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@@ -64,136 +64,140 @@ See our repository for [EdgeTAM on GitHub](https://github.com/qualcomm/ai-hub-mo
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
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- | decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.146 ms | 17 - 244 MB | NPU
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- | decoder | ONNX | float | Snapdragon® X2 Elite | 3.261 ms | 15 - 15 MB | NPU
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- | decoder | ONNX | float | Snapdragon® X Elite | 6.897 ms | 16 - 16 MB | NPU
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- | decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.722 ms | 16 - 339 MB | NPU
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- | decoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.796 ms | 16 - 33 MB | NPU
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- | decoder | ONNX | float | Qualcomm® QCS9075 | 8.433 ms | 16 - 19 MB | NPU
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- | decoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.48 ms | 1 - 235 MB | NPU
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- | decoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.281 ms | 4 - 271 MB | NPU
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- | decoder | ONNX | w8a8 | Snapdragon® X2 Elite | 5.432 ms | 4 - 4 MB | NPU
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- | decoder | ONNX | w8a8 | Snapdragon® X Elite | 12.458 ms | 4 - 4 MB | NPU
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- | decoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 9.182 ms | 4 - 276 MB | NPU
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- | decoder | ONNX | w8a8 | Qualcomm® QCS6490 | 134.191 ms | 42 - 58 MB | CPU
79
- | decoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.995 ms | 2 - 9 MB | NPU
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- | decoder | ONNX | w8a8 | Qualcomm® QCS9075 | 14.059 ms | 4 - 7 MB | NPU
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- | decoder | ONNX | w8a8 | Qualcomm® QCM6690 | 58.359 ms | 44 - 66 MB | CPU
82
- | decoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.745 ms | 2 - 242 MB | NPU
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- | decoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 50.634 ms | 49 - 66 MB | CPU
84
- | decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.533 ms | 4 - 202 MB | NPU
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- | decoder | QNN_DLC | float | Snapdragon® X2 Elite | 2.967 ms | 16 - 16 MB | NPU
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- | decoder | QNN_DLC | float | Snapdragon® X Elite | 5.443 ms | 16 - 16 MB | NPU
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- | decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.615 ms | 0 - 230 MB | NPU
88
- | decoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.412 ms | 16 - 281 MB | NPU
89
- | decoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.296 ms | 16 - 18 MB | NPU
90
- | decoder | QNN_DLC | float | Qualcomm® SA8775P | 6.495 ms | 16 - 218 MB | NPU
91
- | decoder | QNN_DLC | float | Qualcomm® QCS9075 | 6.87 ms | 16 - 34 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8.921 ms | 4 - 226 MB | NPU
93
- | decoder | QNN_DLC | float | Qualcomm® SA7255P | 12.412 ms | 16 - 281 MB | NPU
94
- | decoder | QNN_DLC | float | Qualcomm® SA8295P | 8.052 ms | 0 - 216 MB | NPU
95
- | decoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.894 ms | 4 - 214 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.893 ms | 1 - 105 MB | NPU
97
- | decoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.319 ms | 4 - 4 MB | NPU
98
- | decoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.228 ms | 4 - 4 MB | NPU
99
- | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.306 ms | 0 - 104 MB | NPU
100
- | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.92 ms | 3 - 82 MB | NPU
101
- | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.916 ms | 4 - 6 MB | NPU
102
- | decoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.561 ms | 4 - 85 MB | NPU
103
- | decoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 2.473 ms | 4 - 10 MB | NPU
104
- | decoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 9.897 ms | 4 - 265 MB | NPU
105
- | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.691 ms | 2 - 109 MB | NPU
106
- | decoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.92 ms | 3 - 82 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.944 ms | 4 - 81 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.03 ms | 1 - 79 MB | NPU
109
- | decoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.611 ms | 4 - 207 MB | NPU
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- | decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.519 ms | 0 - 205 MB | NPU
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- | decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.748 ms | 0 - 238 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.784 ms | 1 - 210 MB | NPU
113
- | decoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.294 ms | 0 - 3 MB | NPU
114
- | decoder | TFLITE | float | Qualcomm® SA8775P | 6.761 ms | 0 - 211 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® QCS9075 | 6.992 ms | 0 - 30 MB | NPU
116
- | decoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.899 ms | 0 - 227 MB | NPU
117
- | decoder | TFLITE | float | Qualcomm® SA7255P | 12.784 ms | 1 - 210 MB | NPU
118
- | decoder | TFLITE | float | Qualcomm® SA8295P | 7.985 ms | 0 - 221 MB | NPU
119
- | decoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.915 ms | 0 - 207 MB | NPU
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- | decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.425 ms | 0 - 239 MB | NPU
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- | decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 9.231 ms | 0 - 261 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.911 ms | 0 - 211 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 12.263 ms | 0 - 22 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® SA8775P | 13.814 ms | 0 - 213 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 13.457 ms | 0 - 14 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 46.705 ms | 12 - 205 MB | NPU
127
- | decoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 15.608 ms | 0 - 242 MB | NPU
128
- | decoder | TFLITE | w8a8 | Qualcomm® SA7255P | 20.911 ms | 0 - 211 MB | NPU
129
- | decoder | TFLITE | w8a8 | Qualcomm® SA8295P | 14.208 ms | 0 - 224 MB | NPU
130
- | decoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.821 ms | 0 - 235 MB | NPU
131
- | decoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 16.295 ms | 14 - 210 MB | NPU
132
- | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.771 ms | 45 - 329 MB | NPU
133
- | encoder | ONNX | float | Snapdragon® X2 Elite | 8.878 ms | 32 - 32 MB | NPU
134
- | encoder | ONNX | float | Snapdragon® X Elite | 20.383 ms | 34 - 34 MB | NPU
135
- | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 15.218 ms | 12 - 358 MB | NPU
136
- | encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 20.607 ms | 36 - 93 MB | NPU
137
- | encoder | ONNX | float | Qualcomm® QCS9075 | 29.499 ms | 12 - 27 MB | NPU
138
- | encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.881 ms | 33 - 296 MB | NPU
139
- | encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.289 ms | 2 - 275 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.533 ms | 18 - 18 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® X Elite | 8.804 ms | 16 - 16 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.489 ms | 12 - 322 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS6490 | 487.279 ms | 203 - 212 MB | CPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.219 ms | 9 - 18 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS9075 | 9.434 ms | 12 - 15 MB | NPU
146
- | encoder | ONNX | w8a8 | Qualcomm® QCM6690 | 323.162 ms | 207 - 218 MB | CPU
147
- | encoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.469 ms | 8 - 270 MB | NPU
148
- | encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 306.549 ms | 178 - 190 MB | CPU
149
- | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.642 ms | 0 - 296 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.4 ms | 12 - 12 MB | NPU
151
- | encoder | QNN_DLC | float | Snapdragon® X Elite | 24.239 ms | 12 - 12 MB | NPU
152
- | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 17.053 ms | 11 - 359 MB | NPU
153
- | encoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 69.726 ms | 0 - 261 MB | NPU
154
- | encoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 23.936 ms | 12 - 158 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® SA8775P | 28.141 ms | 0 - 261 MB | NPU
156
- | encoder | QNN_DLC | float | Qualcomm® QCS9075 | 34.517 ms | 12 - 42 MB | NPU
157
- | encoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 99.174 ms | 0 - 452 MB | NPU
158
- | encoder | QNN_DLC | float | Qualcomm® SA7255P | 69.726 ms | 0 - 261 MB | NPU
159
- | encoder | QNN_DLC | float | Qualcomm® SA8295P | 57.499 ms | 0 - 358 MB | NPU
160
- | encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.819 ms | 12 - 288 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.247 ms | 3 - 270 MB | NPU
162
- | encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.838 ms | 3 - 3 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 12.094 ms | 3 - 3 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.561 ms | 3 - 315 MB | NPU
165
- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.518 ms | 3 - 265 MB | NPU
166
- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.418 ms | 3 - 5 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 12.078 ms | 3 - 266 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 14.285 ms | 0 - 9 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 97.835 ms | 3 - 269 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1945.854 ms | 3 - 207 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.518 ms | 3 - 265 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2119.775 ms | 3 - 161 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.386 ms | 3 - 258 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.44 ms | 3 - 301 MB | NPU
175
- | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.386 ms | 16 - 318 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.246 ms | 15 - 371 MB | NPU
177
- | encoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 68.196 ms | 16 - 283 MB | NPU
178
- | encoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 23.202 ms | 16 - 18 MB | NPU
179
- | encoder | TFLITE | float | Qualcomm® SA8775P | 118.254 ms | 28 - 293 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® QCS9075 | 32.781 ms | 0 - 42 MB | NPU
181
- | encoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 98.805 ms | 16 - 460 MB | NPU
182
- | encoder | TFLITE | float | Qualcomm® SA7255P | 68.196 ms | 16 - 283 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® SA8295P | 54.273 ms | 16 - 366 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.429 ms | 15 - 295 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.658 ms | 4 - 261 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.789 ms | 2 - 306 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 13.771 ms | 4 - 258 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.057 ms | 4 - 7 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 7.901 ms | 21 - 277 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 7.658 ms | 4 - 19 MB | NPU
191
- | encoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 51.244 ms | 3 - 237 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2257.222 ms | 3 - 332 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.771 ms | 4 - 258 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 2193.872 ms | 0 - 276 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.003 ms | 3 - 249 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.18 ms | 3 - 262 MB | NPU
 
 
 
 
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  ## License
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  * The license for the original implementation of EdgeTAM can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.2/edgetam-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.2/edgetam-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.2/edgetam-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.2/edgetam-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.2/edgetam-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.2/edgetam-tflite-w8a8.zip)
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38
  For more device-specific assets and performance metrics, visit **[EdgeTAM on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/edgetam)**.
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64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
+ | decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.151 ms | 17 - 244 MB | NPU
68
+ | decoder | ONNX | float | Snapdragon® X2 Elite | 3.199 ms | 14 - 14 MB | NPU
69
+ | decoder | ONNX | float | Snapdragon® X Elite | 6.836 ms | 16 - 16 MB | NPU
70
+ | decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.685 ms | 17 - 334 MB | NPU
71
+ | decoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.773 ms | 16 - 24 MB | NPU
72
+ | decoder | ONNX | float | Qualcomm® QCS9075 | 8.443 ms | 16 - 19 MB | NPU
73
+ | decoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.482 ms | 1 - 239 MB | NPU
74
+ | decoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.745 ms | 4 - 258 MB | NPU
75
+ | decoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.894 ms | 3 - 3 MB | NPU
76
+ | decoder | ONNX | w8a8 | Snapdragon® X Elite | 8.95 ms | 4 - 4 MB | NPU
77
+ | decoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.379 ms | 4 - 259 MB | NPU
78
+ | decoder | ONNX | w8a8 | Qualcomm® QCS6490 | 144.82 ms | 62 - 71 MB | CPU
79
+ | decoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.415 ms | 4 - 12 MB | NPU
80
+ | decoder | ONNX | w8a8 | Qualcomm® QCS9075 | 9.666 ms | 4 - 7 MB | NPU
81
+ | decoder | ONNX | w8a8 | Qualcomm® QCM6690 | 62.468 ms | 56 - 77 MB | CPU
82
+ | decoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.187 ms | 2 - 236 MB | NPU
83
+ | decoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 56.105 ms | 56 - 74 MB | CPU
84
+ | decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.75 ms | 6 - 253 MB | NPU
85
+ | decoder | QNN_DLC | float | Snapdragon® X2 Elite | 3.293 ms | 16 - 16 MB | NPU
86
+ | decoder | QNN_DLC | float | Snapdragon® X Elite | 6.31 ms | 16 - 16 MB | NPU
87
+ | decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 4.104 ms | 16 - 319 MB | NPU
88
+ | decoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 13.501 ms | 16 - 286 MB | NPU
89
+ | decoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 6.111 ms | 16 - 129 MB | NPU
90
+ | decoder | QNN_DLC | float | Qualcomm® SA8775P | 7.245 ms | 16 - 301 MB | NPU
91
+ | decoder | QNN_DLC | float | Qualcomm® QCS9075 | 7.862 ms | 16 - 34 MB | NPU
92
+ | decoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.827 ms | 4 - 227 MB | NPU
93
+ | decoder | QNN_DLC | float | Qualcomm® SA7255P | 13.501 ms | 16 - 286 MB | NPU
94
+ | decoder | QNN_DLC | float | Qualcomm® SA8295P | 9.007 ms | 0 - 196 MB | NPU
95
+ | decoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.366 ms | 4 - 239 MB | NPU
96
+ | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.927 ms | 1 - 95 MB | NPU
97
+ | decoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.401 ms | 4 - 4 MB | NPU
98
+ | decoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.275 ms | 4 - 4 MB | NPU
99
+ | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.296 ms | 0 - 91 MB | NPU
100
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 8.69 ms | 3 - 9 MB | NPU
101
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.983 ms | 4 - 71 MB | NPU
102
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.907 ms | 4 - 105 MB | NPU
103
+ | decoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.543 ms | 4 - 73 MB | NPU
104
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 2.508 ms | 1 - 7 MB | NPU
105
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.187 ms | 4 - 242 MB | NPU
106
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.647 ms | 2 - 93 MB | NPU
107
+ | decoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.983 ms | 4 - 71 MB | NPU
108
+ | decoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 3.013 ms | 4 - 69 MB | NPU
109
+ | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.072 ms | 1 - 67 MB | NPU
110
+ | decoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.67 ms | 4 - 194 MB | NPU
111
+ | decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.541 ms | 0 - 205 MB | NPU
112
+ | decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.778 ms | 0 - 237 MB | NPU
113
+ | decoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.862 ms | 0 - 209 MB | NPU
114
+ | decoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.347 ms | 0 - 8 MB | NPU
115
+ | decoder | TFLITE | float | Qualcomm® SA8775P | 6.814 ms | 0 - 210 MB | NPU
116
+ | decoder | TFLITE | float | Qualcomm® QCS9075 | 6.967 ms | 0 - 30 MB | NPU
117
+ | decoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.862 ms | 0 - 228 MB | NPU
118
+ | decoder | TFLITE | float | Qualcomm® SA7255P | 12.862 ms | 0 - 209 MB | NPU
119
+ | decoder | TFLITE | float | Qualcomm® SA8295P | 8.089 ms | 0 - 221 MB | NPU
120
+ | decoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.918 ms | 0 - 217 MB | NPU
121
+ | decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.932 ms | 0 - 234 MB | NPU
122
+ | decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.695 ms | 0 - 258 MB | NPU
123
+ | decoder | TFLITE | w8a8 | Qualcomm® QCS6490 | 32.177 ms | 12 - 58 MB | NPU
124
+ | decoder | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.098 ms | 0 - 209 MB | NPU
125
+ | decoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.566 ms | 0 - 12 MB | NPU
126
+ | decoder | TFLITE | w8a8 | Qualcomm® SA8775P | 13.16 ms | 0 - 217 MB | NPU
127
+ | decoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 12.99 ms | 0 - 14 MB | NPU
128
+ | decoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 31.894 ms | 12 - 210 MB | NPU
129
+ | decoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 14.461 ms | 0 - 240 MB | NPU
130
+ | decoder | TFLITE | w8a8 | Qualcomm® SA7255P | 20.098 ms | 0 - 209 MB | NPU
131
+ | decoder | TFLITE | w8a8 | Qualcomm® SA8295P | 13.346 ms | 0 - 225 MB | NPU
132
+ | decoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.333 ms | 0 - 223 MB | NPU
133
+ | decoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.341 ms | 14 - 210 MB | NPU
134
+ | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.766 ms | 45 - 329 MB | NPU
135
+ | encoder | ONNX | float | Snapdragon® X2 Elite | 11.723 ms | 32 - 32 MB | NPU
136
+ | encoder | ONNX | float | Snapdragon® X Elite | 20.457 ms | 34 - 34 MB | NPU
137
+ | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 14.99 ms | 45 - 397 MB | NPU
138
+ | encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 20.388 ms | 28 - 44 MB | NPU
139
+ | encoder | ONNX | float | Qualcomm® QCS9075 | 28.985 ms | 12 - 27 MB | NPU
140
+ | encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.883 ms | 33 - 296 MB | NPU
141
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.293 ms | 11 - 285 MB | NPU
142
+ | encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.502 ms | 18 - 18 MB | NPU
143
+ | encoder | ONNX | w8a8 | Snapdragon® X Elite | 8.945 ms | 16 - 16 MB | NPU
144
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.454 ms | 13 - 324 MB | NPU
145
+ | encoder | ONNX | w8a8 | Qualcomm® QCS6490 | 494.833 ms | 203 - 213 MB | CPU
146
+ | encoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.24 ms | 9 - 17 MB | NPU
147
+ | encoder | ONNX | w8a8 | Qualcomm® QCS9075 | 9.281 ms | 11 - 14 MB | NPU
148
+ | encoder | ONNX | w8a8 | Qualcomm® QCM6690 | 323.598 ms | 207 - 218 MB | CPU
149
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.434 ms | 9 - 271 MB | NPU
150
+ | encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 304.179 ms | 139 - 150 MB | CPU
151
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.622 ms | 12 - 308 MB | NPU
152
+ | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 12.767 ms | 12 - 12 MB | NPU
153
+ | encoder | QNN_DLC | float | Snapdragon® X Elite | 24.165 ms | 12 - 12 MB | NPU
154
+ | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 17.161 ms | 12 - 364 MB | NPU
155
+ | encoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 69.732 ms | 0 - 261 MB | NPU
156
+ | encoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 23.836 ms | 12 - 19 MB | NPU
157
+ | encoder | QNN_DLC | float | Qualcomm® SA8775P | 28.163 ms | 0 - 261 MB | NPU
158
+ | encoder | QNN_DLC | float | Qualcomm® QCS9075 | 34.205 ms | 12 - 42 MB | NPU
159
+ | encoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 99.081 ms | 0 - 453 MB | NPU
160
+ | encoder | QNN_DLC | float | Qualcomm® SA7255P | 69.732 ms | 0 - 261 MB | NPU
161
+ | encoder | QNN_DLC | float | Qualcomm® SA8295P | 57.565 ms | 0 - 358 MB | NPU
162
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.889 ms | 11 - 289 MB | NPU
163
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.233 ms | 3 - 270 MB | NPU
164
+ | encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.857 ms | 3 - 3 MB | NPU
165
+ | encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 12.201 ms | 3 - 3 MB | NPU
166
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.554 ms | 2 - 317 MB | NPU
167
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3472.544 ms | 3 - 12 MB | NPU
168
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.511 ms | 3 - 265 MB | NPU
169
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.402 ms | 3 - 5 MB | NPU
170
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 12.099 ms | 3 - 266 MB | NPU
171
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 14.861 ms | 3 - 11 MB | NPU
172
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 61.296 ms | 3 - 269 MB | NPU
173
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1940.735 ms | 3 - 212 MB | NPU
174
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.511 ms | 3 - 265 MB | NPU
175
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2137.175 ms | 3 - 161 MB | NPU
176
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.372 ms | 3 - 258 MB | NPU
177
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.446 ms | 3 - 301 MB | NPU
178
+ | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.414 ms | 16 - 314 MB | NPU
179
+ | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.312 ms | 15 - 373 MB | NPU
180
+ | encoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 68.264 ms | 5 - 272 MB | NPU
181
+ | encoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 22.833 ms | 16 - 18 MB | NPU
182
+ | encoder | TFLITE | float | Qualcomm® SA8775P | 27.336 ms | 16 - 280 MB | NPU
183
+ | encoder | TFLITE | float | Qualcomm® QCS9075 | 32.798 ms | 0 - 42 MB | NPU
184
+ | encoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 99.442 ms | 0 - 448 MB | NPU
185
+ | encoder | TFLITE | float | Qualcomm® SA7255P | 68.264 ms | 5 - 272 MB | NPU
186
+ | encoder | TFLITE | float | Qualcomm® SA8295P | 54.221 ms | 16 - 366 MB | NPU
187
+ | encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.378 ms | 16 - 295 MB | NPU
188
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.657 ms | 4 - 262 MB | NPU
189
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.784 ms | 3 - 307 MB | NPU
190
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS6490 | 3200.206 ms | 0 - 22 MB | NPU
191
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 13.813 ms | 4 - 258 MB | NPU
192
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.039 ms | 4 - 7 MB | NPU
193
+ | encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 7.84 ms | 4 - 259 MB | NPU
194
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 8.416 ms | 3 - 18 MB | NPU
195
+ | encoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 45.167 ms | 2 - 236 MB | NPU
196
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2266.624 ms | 1 - 332 MB | NPU
197
+ | encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.813 ms | 4 - 258 MB | NPU
198
+ | encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 2222.753 ms | 0 - 276 MB | NPU
199
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.008 ms | 2 - 249 MB | NPU
200
+ | encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.206 ms | 4 - 263 MB | NPU
201
 
202
  ## License
203
  * The license for the original implementation of EdgeTAM can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- {"version":"0.50.1","precisions":{"w8a8":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.1/edgetam-tflite-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.1/edgetam-qnn_dlc-w8a8.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.1/edgetam-onnx-w8a8.zip"}}},"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.1/edgetam-tflite-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.1/edgetam-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.1/edgetam-onnx-float.zip"}}}}}
 
1
+ {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.2/edgetam-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.2/edgetam-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.2/edgetam-tflite-float.zip"}}},"w8a8":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.2/edgetam-onnx-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.2/edgetam-qnn_dlc-w8a8.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.50.2/edgetam-tflite-w8a8.zip"}}}}}