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EdgeTAM

Image Segmentation
PyTorch
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android
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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +257 -264
  2. release_assets.json +10 -16
README.md CHANGED
@@ -28,12 +28,11 @@ 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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.55.0/edgetam-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.55.0/edgetam-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.55.0/edgetam-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.55.0/edgetam-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.55.0/edgetam-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.55.0/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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@@ -66,264 +65,258 @@ 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
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  |---|---|---|---|---|---|---
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- | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.648 ms | 54 - 389 MB | NPU
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- | encoder | ONNX | float | Snapdragon® X Elite | 17.983 ms | 169 - 169 MB | NPU
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- | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 12.956 ms | 56 - 407 MB | NPU
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- | encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 17.998 ms | 38 - 56 MB | NPU
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- | encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.532 ms | 45 - 357 MB | NPU
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- | encoder | ONNX | float | Qualcomm® QCS9075 | 28.332 ms | 12 - 69 MB | NPU
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- | encoder | ONNX | float | Qualcomm® QCS8750 | 9.532 ms | 45 - 357 MB | NPU
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- | encoder | ONNX | float | Qualcomm® QCS7181 | 17.983 ms | 169 - 169 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.751 ms | 15 - 288 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® X Elite | 8.262 ms | 178 - 178 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.4 ms | 14 - 319 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS6490 | 483.913 ms | 202 - 213 MB | CPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.979 ms | 7 - 53 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 301.659 ms | 206 - 219 MB | CPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCM6690 | 320.933 ms | 205 - 217 MB | CPU
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- | encoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.539 ms | 11 - 270 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS9075 | 9.038 ms | 10 - 58 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS7790 | 301.659 ms | 206 - 219 MB | CPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS8750 | 4.539 ms | 11 - 270 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS7181 | 8.262 ms | 178 - 178 MB | NPU
89
- | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.768 ms | 0 - 297 MB | NPU
90
- | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.403 ms | 12 - 12 MB | NPU
91
- | encoder | QNN_DLC | float | Snapdragon® X Elite | 23.921 ms | 12 - 12 MB | NPU
92
- | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.808 ms | 11 - 347 MB | NPU
93
- | encoder | QNN_DLC | float | Qualcomm® QCS8275 | 68.779 ms | 0 - 259 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 23.322 ms | 12 - 14 MB | NPU
95
- | encoder | QNN_DLC | float | Qualcomm® SA8775P | 27.472 ms | 0 - 258 MB | NPU
96
- | encoder | QNN_DLC | float | Qualcomm® SA8650P | 27.472 ms | 0 - 258 MB | NPU
97
- | encoder | QNN_DLC | float | Qualcomm® SA8255P | 27.472 ms | 0 - 258 MB | NPU
98
- | encoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 99.427 ms | 12 - 419 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® SA8295P | 53.608 ms | 0 - 335 MB | NPU
100
- | encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.67 ms | 12 - 288 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® SA7255P | 68.779 ms | 0 - 259 MB | NPU
102
- | encoder | QNN_DLC | float | Qualcomm® QCS9075 | 34.248 ms | 12 - 46 MB | NPU
103
- | encoder | QNN_DLC | float | Qualcomm® QCS8750 | 11.67 ms | 12 - 288 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® QCS7181 | 23.921 ms | 12 - 12 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.749 ms | 3 - 265 MB | NPU
106
- | encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.319 ms | 3 - 3 MB | NPU
107
- | encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 11.615 ms | 3 - 3 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.355 ms | 3 - 302 MB | NPU
109
- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3191.851 ms | 3 - 13 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 20.141 ms | 3 - 261 MB | NPU
111
- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 10.865 ms | 3 - 160 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 11.556 ms | 3 - 260 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 11.556 ms | 3 - 260 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 11.556 ms | 3 - 260 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.141 ms | 3 - 261 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.472 ms | 3 - 264 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2108.005 ms | 1 - 281 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 92.393 ms | 10 - 243 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.536 ms | 3 - 253 MB | NPU
120
- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 11.843 ms | 1 - 11 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2271.77 ms | 3 - 328 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 11.472 ms | 3 - 264 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 4.536 ms | 3 - 253 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 11.615 ms | 3 - 3 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.77 ms | 20 - 325 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.845 ms | 45 - 394 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® QCS8275 | 68.742 ms | 20 - 287 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 23.188 ms | 20 - 23 MB | NPU
129
- | encoder | TFLITE | float | Qualcomm® SA8775P | 27.632 ms | 20 - 285 MB | NPU
130
- | encoder | TFLITE | float | Qualcomm® SA8650P | 27.632 ms | 20 - 285 MB | NPU
131
- | encoder | TFLITE | float | Qualcomm® SA8255P | 27.632 ms | 20 - 285 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 99.69 ms | 0 - 423 MB | NPU
133
- | encoder | TFLITE | float | Qualcomm® SA8295P | 53.553 ms | 20 - 363 MB | NPU
134
- | encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.653 ms | 4 - 285 MB | NPU
135
- | encoder | TFLITE | float | Qualcomm® SA7255P | 68.742 ms | 20 - 287 MB | NPU
136
- | encoder | TFLITE | float | Qualcomm® QCS9075 | 34.234 ms | 0 - 46 MB | NPU
137
- | encoder | TFLITE | float | Qualcomm® QCS8750 | 11.653 ms | 4 - 285 MB | NPU
138
- | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.627 ms | 0 - 263 MB | NPU
139
- | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.811 ms | 4 - 304 MB | NPU
140
- | encoder | TFLITE | w8a8 | Qualcomm® QCS6490 | 3158.598 ms | 4 - 28 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCS8275 | 13.707 ms | 0 - 255 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.041 ms | 5 - 7 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 7.865 ms | 5 - 260 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® SA8650P | 7.865 ms | 5 - 260 MB | NPU
145
- | encoder | TFLITE | w8a8 | Qualcomm® SA8255P | 7.865 ms | 5 - 260 MB | NPU
146
- | encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.707 ms | 0 - 255 MB | NPU
147
- | encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.324 ms | 5 - 260 MB | NPU
148
- | encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 2102.594 ms | 2 - 282 MB | NPU
149
- | encoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 79.016 ms | 5 - 235 MB | NPU
150
- | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.979 ms | 4 - 250 MB | NPU
151
- | encoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 8.098 ms | 4 - 20 MB | NPU
152
- | encoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2265.848 ms | 2 - 327 MB | NPU
153
- | encoder | TFLITE | w8a8 | Qualcomm® QCS7790 | 8.324 ms | 5 - 260 MB | NPU
154
- | encoder | TFLITE | w8a8 | Qualcomm® QCS8750 | 2.979 ms | 4 - 250 MB | NPU
155
- | memory_encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 14.671 ms | 8 - 480 MB | NPU
156
- | memory_encoder | ONNX | float | Snapdragon® X Elite | 25.315 ms | 173 - 173 MB | NPU
157
- | memory_encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 20.672 ms | 8 - 820 MB | NPU
158
- | memory_encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 26.018 ms | 1 - 38 MB | NPU
159
- | memory_encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 16.186 ms | 0 - 483 MB | NPU
160
- | memory_encoder | ONNX | float | Qualcomm® QCS9075 | 27.507 ms | 8 - 53 MB | NPU
161
- | memory_encoder | ONNX | float | Qualcomm® QCS8750 | 16.186 ms | 0 - 483 MB | NPU
162
- | memory_encoder | ONNX | float | Qualcomm® QCS7181 | 25.315 ms | 173 - 173 MB | NPU
163
- | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.6 ms | 2 - 358 MB | NPU
164
- | memory_encoder | ONNX | w8a8 | Snapdragon® X Elite | 10.27 ms | 147 - 147 MB | NPU
165
- | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.594 ms | 2 - 471 MB | NPU
166
- | memory_encoder | ONNX | w8a8 | Qualcomm® QCS6490 | 182.687 ms | 112 - 117 MB | CPU
167
- | memory_encoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 9.813 ms | 0 - 184 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 87.439 ms | 115 - 124 MB | CPU
169
- | memory_encoder | ONNX | w8a8 | Qualcomm® QCM6690 | 91.906 ms | 105 - 114 MB | CPU
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- | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.913 ms | 2 - 355 MB | NPU
171
- | memory_encoder | ONNX | w8a8 | Qualcomm® QCS9075 | 14.481 ms | 0 - 47 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Qualcomm® QCS7790 | 87.439 ms | 115 - 124 MB | CPU
173
- | memory_encoder | ONNX | w8a8 | Qualcomm® QCS8750 | 5.913 ms | 2 - 355 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Qualcomm® QCS7181 | 10.27 ms | 147 - 147 MB | NPU
175
- | memory_encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.145 ms | 3 - 309 MB | NPU
176
- | memory_encoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.146 ms | 8 - 8 MB | NPU
177
- | memory_encoder | QNN_DLC | float | Snapdragon® X Elite | 19.958 ms | 8 - 8 MB | NPU
178
- | memory_encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 13.398 ms | 3 - 532 MB | NPU
179
- | memory_encoder | QNN_DLC | float | Qualcomm® QCS8275 | 44.889 ms | 1 - 316 MB | NPU
180
- | memory_encoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 18.702 ms | 8 - 40 MB | NPU
181
- | memory_encoder | QNN_DLC | float | Qualcomm® SA8775P | 20.829 ms | 1 - 357 MB | NPU
182
- | memory_encoder | QNN_DLC | float | Qualcomm® SA8650P | 20.829 ms | 1 - 357 MB | NPU
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- | memory_encoder | QNN_DLC | float | Qualcomm® SA8255P | 20.829 ms | 1 - 357 MB | NPU
184
- | memory_encoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 29.548 ms | 4 - 406 MB | NPU
185
- | memory_encoder | QNN_DLC | float | Qualcomm® SA8295P | 23.48 ms | 0 - 366 MB | NPU
186
- | memory_encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.619 ms | 4 - 323 MB | NPU
187
- | memory_encoder | QNN_DLC | float | Qualcomm® SA7255P | 44.889 ms | 1 - 316 MB | NPU
188
- | memory_encoder | QNN_DLC | float | Qualcomm® QCS9075 | 26.068 ms | 8 - 18 MB | NPU
189
- | memory_encoder | QNN_DLC | float | Qualcomm® QCS8750 | 10.619 ms | 4 - 323 MB | NPU
190
- | memory_encoder | QNN_DLC | float | Qualcomm® QCS7181 | 19.958 ms | 8 - 8 MB | NPU
191
- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.59 ms | 0 - 193 MB | NPU
192
- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.151 ms | 2 - 2 MB | NPU
193
- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 6.769 ms | 2 - 2 MB | NPU
194
- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.089 ms | 0 - 237 MB | NPU
195
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 18.367 ms | 1 - 5 MB | NPU
196
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 11.408 ms | 2 - 169 MB | NPU
197
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 6.098 ms | 2 - 102 MB | NPU
198
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 6.781 ms | 2 - 172 MB | NPU
199
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 6.781 ms | 2 - 172 MB | NPU
200
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 6.781 ms | 2 - 172 MB | NPU
201
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 11.408 ms | 2 - 169 MB | NPU
202
- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.453 ms | 2 - 322 MB | NPU
203
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 8.023 ms | 1 - 182 MB | NPU
204
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 53.271 ms | 2 - 343 MB | NPU
205
- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.124 ms | 1 - 182 MB | NPU
206
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 7.131 ms | 0 - 4 MB | NPU
207
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 7.981 ms | 0 - 207 MB | NPU
208
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 7.453 ms | 2 - 322 MB | NPU
209
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 3.124 ms | 1 - 182 MB | NPU
210
- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 6.769 ms | 2 - 2 MB | NPU
211
- | memory_encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.771 ms | 0 - 309 MB | NPU
212
- | memory_encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 19.502 ms | 0 - 491 MB | NPU
213
- | memory_encoder | TFLITE | float | Qualcomm® QCS8275 | 52.931 ms | 0 - 316 MB | NPU
214
- | memory_encoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 24.678 ms | 0 - 4 MB | NPU
215
- | memory_encoder | TFLITE | float | Qualcomm® SA8775P | 28.709 ms | 0 - 324 MB | NPU
216
- | memory_encoder | TFLITE | float | Qualcomm® SA8650P | 28.709 ms | 0 - 324 MB | NPU
217
- | memory_encoder | TFLITE | float | Qualcomm® SA8255P | 28.709 ms | 0 - 324 MB | NPU
218
- | memory_encoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 39.915 ms | 0 - 331 MB | NPU
219
- | memory_encoder | TFLITE | float | Qualcomm® SA8295P | 30.159 ms | 0 - 286 MB | NPU
220
- | memory_encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.627 ms | 0 - 315 MB | NPU
221
- | memory_encoder | TFLITE | float | Qualcomm® SA7255P | 52.931 ms | 0 - 316 MB | NPU
222
- | memory_encoder | TFLITE | float | Qualcomm® QCS9075 | 26.154 ms | 0 - 16 MB | NPU
223
- | memory_encoder | TFLITE | float | Qualcomm® QCS8750 | 13.627 ms | 0 - 315 MB | NPU
224
- | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.962 ms | 1 - 239 MB | NPU
225
- | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.3 ms | 1 - 252 MB | NPU
226
- | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS6490 | 101.297 ms | 10 - 52 MB | NPU
227
- | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS8275 | 17.728 ms | 1 - 228 MB | NPU
228
- | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.887 ms | 1 - 50 MB | NPU
229
- | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 10.073 ms | 1 - 229 MB | NPU
230
- | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8650P | 10.073 ms | 1 - 229 MB | NPU
231
- | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8255P | 10.073 ms | 1 - 229 MB | NPU
232
- | memory_encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 17.728 ms | 1 - 228 MB | NPU
233
- | memory_encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 32.53 ms | 10 - 196 MB | NPU
234
- | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 12.345 ms | 1 - 231 MB | NPU
235
- | memory_encoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 70.866 ms | 10 - 234 MB | NPU
236
- | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.652 ms | 1 - 236 MB | NPU
237
- | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 12.156 ms | 1 - 9 MB | NPU
238
- | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 13.32 ms | 1 - 255 MB | NPU
239
- | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS7790 | 32.53 ms | 10 - 196 MB | NPU
240
- | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS8750 | 4.652 ms | 1 - 236 MB | NPU
241
- | video_decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.38 ms | 14 - 253 MB | NPU
242
- | video_decoder | ONNX | float | Snapdragon® X Elite | 7.274 ms | 165 - 165 MB | NPU
243
- | video_decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.082 ms | 16 - 289 MB | NPU
244
- | video_decoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 7.207 ms | 16 - 45 MB | NPU
245
- | video_decoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.99 ms | 3 - 237 MB | NPU
246
- | video_decoder | ONNX | float | Qualcomm® QCS9075 | 8.77 ms | 16 - 61 MB | NPU
247
- | video_decoder | ONNX | float | Qualcomm® QCS8750 | 3.99 ms | 3 - 237 MB | NPU
248
- | video_decoder | ONNX | float | Qualcomm® QCS7181 | 7.274 ms | 165 - 165 MB | NPU
249
- | video_decoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.594 ms | 4 - 281 MB | NPU
250
- | video_decoder | ONNX | w8a8 | Snapdragon® X Elite | 13.263 ms | 177 - 177 MB | NPU
251
- | video_decoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 9.707 ms | 4 - 291 MB | NPU
252
- | video_decoder | ONNX | w8a8 | Qualcomm® QCS6490 | 140.11 ms | 47 - 68 MB | CPU
253
- | video_decoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 13.362 ms | 1 - 39 MB | NPU
254
- | video_decoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 51.152 ms | 51 - 71 MB | CPU
255
- | video_decoder | ONNX | w8a8 | Qualcomm® QCM6690 | 58.598 ms | 34 - 57 MB | CPU
256
- | video_decoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 7.114 ms | 1 - 247 MB | NPU
257
- | video_decoder | ONNX | w8a8 | Qualcomm® QCS9075 | 14.888 ms | 0 - 49 MB | NPU
258
- | video_decoder | ONNX | w8a8 | Qualcomm® QCS7790 | 51.152 ms | 51 - 71 MB | CPU
259
- | video_decoder | ONNX | w8a8 | Qualcomm® QCS8750 | 7.114 ms | 1 - 247 MB | NPU
260
- | video_decoder | ONNX | w8a8 | Qualcomm® QCS7181 | 13.263 ms | 177 - 177 MB | NPU
261
- | video_decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.959 ms | 4 - 199 MB | NPU
262
- | video_decoder | QNN_DLC | float | Snapdragon® X2 Elite | 3.437 ms | 16 - 16 MB | NPU
263
- | video_decoder | QNN_DLC | float | Snapdragon® X Elite | 6.568 ms | 16 - 16 MB | NPU
264
- | video_decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 4.24 ms | 3 - 222 MB | NPU
265
- | video_decoder | QNN_DLC | float | Qualcomm® QCS8275 | 13.999 ms | 16 - 208 MB | NPU
266
- | video_decoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 6.279 ms | 16 - 119 MB | NPU
267
- | video_decoder | QNN_DLC | float | Qualcomm® SA8775P | 7.614 ms | 16 - 208 MB | NPU
268
- | video_decoder | QNN_DLC | float | Qualcomm® SA8650P | 7.614 ms | 16 - 208 MB | NPU
269
- | video_decoder | QNN_DLC | float | Qualcomm® SA8255P | 7.614 ms | 16 - 208 MB | NPU
270
- | video_decoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.304 ms | 4 - 233 MB | NPU
271
- | video_decoder | QNN_DLC | float | Qualcomm® SA8295P | 9.546 ms | 0 - 227 MB | NPU
272
- | video_decoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.363 ms | 4 - 197 MB | NPU
273
- | video_decoder | QNN_DLC | float | Qualcomm® SA7255P | 13.999 ms | 16 - 208 MB | NPU
274
- | video_decoder | QNN_DLC | float | Qualcomm® QCS9075 | 7.808 ms | 18 - 36 MB | NPU
275
- | video_decoder | QNN_DLC | float | Qualcomm® QCS8750 | 3.363 ms | 4 - 197 MB | NPU
276
- | video_decoder | QNN_DLC | float | Qualcomm® QCS7181 | 6.568 ms | 16 - 16 MB | NPU
277
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.359 ms | 0 - 133 MB | NPU
278
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.843 ms | 4 - 4 MB | NPU
279
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 3.425 ms | 4 - 4 MB | NPU
280
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.03 ms | 4 - 120 MB | NPU
281
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 10.246 ms | 1 - 7 MB | NPU
282
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 5.731 ms | 4 - 94 MB | NPU
283
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 3.074 ms | 4 - 27 MB | NPU
284
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 3.716 ms | 4 - 93 MB | NPU
285
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 3.716 ms | 4 - 93 MB | NPU
286
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 3.716 ms | 4 - 93 MB | NPU
287
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 5.731 ms | 4 - 94 MB | NPU
288
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3.614 ms | 4 - 220 MB | NPU
289
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 4.213 ms | 4 - 97 MB | NPU
290
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 13.914 ms | 4 - 272 MB | NPU
291
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.59 ms | 1 - 92 MB | NPU
292
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 3.457 ms | 1 - 7 MB | NPU
293
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 3.504 ms | 0 - 118 MB | NPU
294
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 3.614 ms | 4 - 220 MB | NPU
295
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 1.59 ms | 1 - 92 MB | NPU
296
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 3.425 ms | 4 - 4 MB | NPU
297
- | video_decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.817 ms | 0 - 197 MB | NPU
298
- | video_decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.043 ms | 0 - 247 MB | NPU
299
- | video_decoder | TFLITE | float | Qualcomm® QCS8275 | 13.348 ms | 0 - 215 MB | NPU
300
- | video_decoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.876 ms | 0 - 3 MB | NPU
301
- | video_decoder | TFLITE | float | Qualcomm® SA8775P | 7.228 ms | 0 - 222 MB | NPU
302
- | video_decoder | TFLITE | float | Qualcomm® SA8650P | 7.228 ms | 0 - 222 MB | NPU
303
- | video_decoder | TFLITE | float | Qualcomm® SA8255P | 7.228 ms | 0 - 222 MB | NPU
304
- | video_decoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 9.385 ms | 0 - 231 MB | NPU
305
- | video_decoder | TFLITE | float | Qualcomm® SA8295P | 8.717 ms | 0 - 239 MB | NPU
306
- | video_decoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.196 ms | 0 - 208 MB | NPU
307
- | video_decoder | TFLITE | float | Qualcomm® SA7255P | 13.348 ms | 0 - 215 MB | NPU
308
- | video_decoder | TFLITE | float | Qualcomm® QCS9075 | 7.171 ms | 0 - 31 MB | NPU
309
- | video_decoder | TFLITE | float | Qualcomm® QCS8750 | 3.196 ms | 0 - 208 MB | NPU
310
- | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.358 ms | 0 - 252 MB | NPU
311
- | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.917 ms | 0 - 249 MB | NPU
312
- | video_decoder | TFLITE | w8a8 | Qualcomm® QCS6490 | 33.394 ms | 14 - 61 MB | NPU
313
- | video_decoder | TFLITE | w8a8 | Qualcomm® QCS8275 | 15.349 ms | 0 - 215 MB | NPU
314
- | video_decoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.6 ms | 0 - 28 MB | NPU
315
- | video_decoder | TFLITE | w8a8 | Qualcomm® SA8775P | 9.745 ms | 0 - 219 MB | NPU
316
- | video_decoder | TFLITE | w8a8 | Qualcomm® SA8650P | 9.745 ms | 0 - 219 MB | NPU
317
- | video_decoder | TFLITE | w8a8 | Qualcomm® SA8255P | 9.745 ms | 0 - 219 MB | NPU
318
- | video_decoder | TFLITE | w8a8 | Qualcomm® SA7255P | 15.349 ms | 0 - 215 MB | NPU
319
- | video_decoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 15.187 ms | 12 - 204 MB | NPU
320
- | video_decoder | TFLITE | w8a8 | Qualcomm® SA8295P | 9.308 ms | 0 - 222 MB | NPU
321
- | video_decoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 35.209 ms | 12 - 213 MB | NPU
322
- | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.89 ms | 0 - 248 MB | NPU
323
- | video_decoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 9.401 ms | 0 - 14 MB | NPU
324
- | video_decoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 10.07 ms | 0 - 246 MB | NPU
325
- | video_decoder | TFLITE | w8a8 | Qualcomm® QCS7790 | 15.187 ms | 12 - 204 MB | NPU
326
- | video_decoder | TFLITE | w8a8 | Qualcomm® QCS8750 | 3.89 ms | 0 - 248 MB | NPU
327
 
328
  ## License
329
  * The license for the original implementation of EdgeTAM can be found
 
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/v0.56.0/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/v0.56.0/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/v0.56.0/edgetam-qnn_dlc-float.zip)
34
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.56.0/edgetam-tflite-float.zip)
35
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.56.0/edgetam-tflite-w8a8.zip)
 
36
 
37
  For more device-specific assets and performance metrics, visit **[EdgeTAM on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/edgetam)**.
38
 
 
65
  ## Performance Summary
66
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
67
  |---|---|---|---|---|---|---
68
+ | encoder | ONNX | float | Snapdragon® X2 Elite | 8.815 ms | 200 - 200 MB | NPU
69
+ | encoder | ONNX | float | Snapdragon® X Elite | 18.005 ms | 137 - 137 MB | NPU
70
+ | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 14.208 ms | 56 - 397 MB | NPU
71
+ | encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 90.694 ms | 55 - 461 MB | NPU
72
+ | encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 17.969 ms | 48 - 52 MB | NPU
73
+ | encoder | ONNX | float | Qualcomm® QCS8450 | 90.694 ms | 55 - 461 MB | NPU
74
+ | encoder | ONNX | float | Snapdragon® 8 Elite Mobile | 9.502 ms | 46 - 359 MB | NPU
75
+ | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.826 ms | 46 - 377 MB | NPU
76
+ | encoder | ONNX | float | Qualcomm® QCS9075 | 27.078 ms | 12 - 69 MB | NPU
77
+ | encoder | ONNX | float | Qualcomm® QCS8750 | 9.502 ms | 46 - 359 MB | NPU
78
+ | encoder | ONNX | float | Qualcomm® QCS7181 | 18.005 ms | 137 - 137 MB | NPU
79
+ | encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.172 ms | 210 - 210 MB | NPU
80
+ | encoder | ONNX | w8a8 | Snapdragon® X Elite | 8.286 ms | 179 - 179 MB | NPU
81
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.334 ms | 1 - 290 MB | NPU
82
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2254.343 ms | 4 - 313 MB | NPU
83
+ | encoder | ONNX | w8a8 | Qualcomm® QCS6490 | 3161.085 ms | 3 - 48 MB | NPU
84
+ | encoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.866 ms | 9 - 22 MB | NPU
85
+ | encoder | ONNX | w8a8 | Qualcomm® QCS8450 | 2254.343 ms | 4 - 313 MB | NPU
86
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.063 ms | 2 - 277 MB | NPU
87
+ | encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 10.649 ms | 14 - 270 MB | NPU
88
+ | encoder | ONNX | w8a8 | Qualcomm® QCM6690 | 50.02 ms | 5 - 254 MB | NPU
89
+ | encoder | ONNX | w8a8 | Qualcomm® QCS9075 | 8.45 ms | 9 - 58 MB | NPU
90
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 4.47 ms | 12 - 273 MB | NPU
91
+ | encoder | ONNX | w8a8 | Qualcomm® QCS7790 | 10.649 ms | 14 - 270 MB | NPU
92
+ | encoder | ONNX | w8a8 | Qualcomm® QCS8750 | 4.47 ms | 12 - 273 MB | NPU
93
+ | encoder | ONNX | w8a8 | Qualcomm® QCS7181 | 8.286 ms | 179 - 179 MB | NPU
94
+ | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.366 ms | 12 - 12 MB | NPU
95
+ | encoder | QNN_DLC | float | Snapdragon® X Elite | 23.942 ms | 12 - 12 MB | NPU
96
+ | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.695 ms | 0 - 336 MB | NPU
97
+ | encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 99.777 ms | 10 - 420 MB | NPU
98
+ | encoder | QNN_DLC | float | Qualcomm® QCS8275 | 68.796 ms | 0 - 259 MB | NPU
99
+ | encoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 23.356 ms | 4 - 6 MB | NPU
100
+ | encoder | QNN_DLC | float | Qualcomm® QCS8450 | 99.777 ms | 10 - 420 MB | NPU
101
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 11.672 ms | 12 - 290 MB | NPU
102
+ | encoder | QNN_DLC | float | Qualcomm® SA8295P | 53.644 ms | 0 - 336 MB | NPU
103
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.78 ms | 2 - 303 MB | NPU
104
+ | encoder | QNN_DLC | float | Qualcomm® SA7255P | 68.796 ms | 0 - 259 MB | NPU
105
+ | encoder | QNN_DLC | float | Qualcomm® QCS9075 | 33.744 ms | 12 - 46 MB | NPU
106
+ | encoder | QNN_DLC | float | Qualcomm® QCS8750 | 11.672 ms | 12 - 290 MB | NPU
107
+ | encoder | QNN_DLC | float | Qualcomm® QCS7181 | 23.942 ms | 12 - 12 MB | NPU
108
+ | encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.379 ms | 3 - 3 MB | NPU
109
+ | encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 11.562 ms | 3 - 3 MB | NPU
110
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.37 ms | 3 - 304 MB | NPU
111
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2268.244 ms | 3 - 327 MB | NPU
112
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3209.718 ms | 3 - 12 MB | NPU
113
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 20.181 ms | 3 - 260 MB | NPU
114
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 10.854 ms | 3 - 11 MB | NPU
115
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 2268.244 ms | 3 - 327 MB | NPU
116
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.783 ms | 3 - 268 MB | NPU
117
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.417 ms | 3 - 264 MB | NPU
118
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 88.26 ms | 5 - 237 MB | NPU
119
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 13.24 ms | 1 - 11 MB | NPU
120
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.181 ms | 3 - 260 MB | NPU
121
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 4.532 ms | 3 - 251 MB | NPU
122
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2132.445 ms | 1 - 280 MB | NPU
123
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 11.417 ms | 3 - 264 MB | NPU
124
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 4.532 ms | 3 - 251 MB | NPU
125
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 11.562 ms | 3 - 3 MB | NPU
126
+ | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.704 ms | 20 - 370 MB | NPU
127
+ | encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 99.473 ms | 0 - 418 MB | NPU
128
+ | encoder | TFLITE | float | Qualcomm® QCS8275 | 68.799 ms | 20 - 287 MB | NPU
129
+ | encoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 23.073 ms | 20 - 23 MB | NPU
130
+ | encoder | TFLITE | float | Qualcomm® QCS8450 | 99.473 ms | 0 - 418 MB | NPU
131
+ | encoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 11.644 ms | 19 - 306 MB | NPU
132
+ | encoder | TFLITE | float | Qualcomm® SA8295P | 53.519 ms | 20 - 365 MB | NPU
133
+ | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.83 ms | 20 - 322 MB | NPU
134
+ | encoder | TFLITE | float | Qualcomm® SA7255P | 68.799 ms | 20 - 287 MB | NPU
135
+ | encoder | TFLITE | float | Qualcomm® QCS9075 | 33.861 ms | 0 - 46 MB | NPU
136
+ | encoder | TFLITE | float | Qualcomm® QCS8750 | 11.644 ms | 19 - 306 MB | NPU
137
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.808 ms | 4 - 301 MB | NPU
138
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2255.058 ms | 2 - 326 MB | NPU
139
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS6490 | 3249.978 ms | 0 - 23 MB | NPU
140
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS8275 | 13.742 ms | 5 - 260 MB | NPU
141
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.01 ms | 5 - 7 MB | NPU
142
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 2255.058 ms | 2 - 326 MB | NPU
143
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.648 ms | 0 - 262 MB | NPU
144
+ | encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.187 ms | 4 - 260 MB | NPU
145
+ | encoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 69.22 ms | 5 - 236 MB | NPU
146
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 7.917 ms | 4 - 20 MB | NPU
147
+ | encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.742 ms | 5 - 260 MB | NPU
148
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 2.978 ms | 3 - 248 MB | NPU
149
+ | encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 2107.898 ms | 1 - 281 MB | NPU
150
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS7790 | 8.187 ms | 4 - 260 MB | NPU
151
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS8750 | 2.978 ms | 3 - 248 MB | NPU
152
+ | memory_encoder | ONNX | float | Snapdragon® X2 Elite | 10.461 ms | 205 - 205 MB | NPU
153
+ | memory_encoder | ONNX | float | Snapdragon® X Elite | 24.954 ms | 141 - 141 MB | NPU
154
+ | memory_encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 19.714 ms | 8 - 437 MB | NPU
155
+ | memory_encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 40.033 ms | 8 - 324 MB | NPU
156
+ | memory_encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 25.067 ms | 8 - 18 MB | NPU
157
+ | memory_encoder | ONNX | float | Qualcomm® QCS8450 | 40.033 ms | 8 - 324 MB | NPU
158
+ | memory_encoder | ONNX | float | Snapdragon® 8 Elite Mobile | 10.796 ms | 0 - 284 MB | NPU
159
+ | memory_encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.729 ms | 2 - 291 MB | NPU
160
+ | memory_encoder | ONNX | float | Qualcomm® QCS9075 | 26.201 ms | 8 - 53 MB | NPU
161
+ | memory_encoder | ONNX | float | Qualcomm® QCS8750 | 10.796 ms | 0 - 284 MB | NPU
162
+ | memory_encoder | ONNX | float | Qualcomm® QCS7181 | 24.954 ms | 141 - 141 MB | NPU
163
+ | memory_encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 2.984 ms | 211 - 211 MB | NPU
164
+ | memory_encoder | ONNX | w8a8 | Snapdragon® X Elite | 6.15 ms | 180 - 180 MB | NPU
165
+ | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.902 ms | 1 - 205 MB | NPU
166
+ | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 11.32 ms | 2 - 333 MB | NPU
167
+ | memory_encoder | ONNX | w8a8 | Qualcomm® QCS6490 | 19.691 ms | 0 - 47 MB | NPU
168
+ | memory_encoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 5.815 ms | 1 - 6 MB | NPU
169
+ | memory_encoder | ONNX | w8a8 | Qualcomm® QCS8450 | 11.32 ms | 2 - 333 MB | NPU
170
+ | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.693 ms | 0 - 294 MB | NPU
171
+ | memory_encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.092 ms | 2 - 280 MB | NPU
172
+ | memory_encoder | ONNX | w8a8 | Qualcomm® QCM6690 | 33.519 ms | 2 - 323 MB | NPU
173
+ | memory_encoder | ONNX | w8a8 | Qualcomm® QCS9075 | 7.34 ms | 1 - 47 MB | NPU
174
+ | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 4.23 ms | 2 - 298 MB | NPU
175
+ | memory_encoder | ONNX | w8a8 | Qualcomm® QCS7790 | 7.092 ms | 2 - 280 MB | NPU
176
+ | memory_encoder | ONNX | w8a8 | Qualcomm® QCS8750 | 4.23 ms | 2 - 298 MB | NPU
177
+ | memory_encoder | ONNX | w8a8 | Qualcomm® QCS7181 | 6.15 ms | 180 - 180 MB | NPU
178
+ | memory_encoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.247 ms | 8 - 8 MB | NPU
179
+ | memory_encoder | QNN_DLC | float | Snapdragon® X Elite | 19.818 ms | 8 - 8 MB | NPU
180
+ | memory_encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 13.424 ms | 2 - 533 MB | NPU
181
+ | memory_encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 29.667 ms | 4 - 404 MB | NPU
182
+ | memory_encoder | QNN_DLC | float | Qualcomm® QCS8275 | 44.867 ms | 2 - 317 MB | NPU
183
+ | memory_encoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 18.829 ms | 8 - 17 MB | NPU
184
+ | memory_encoder | QNN_DLC | float | Qualcomm® QCS8450 | 29.667 ms | 4 - 404 MB | NPU
185
+ | memory_encoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 10.598 ms | 0 - 319 MB | NPU
186
+ | memory_encoder | QNN_DLC | float | Qualcomm® SA8295P | 23.505 ms | 0 - 366 MB | NPU
187
+ | memory_encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.185 ms | 3 - 314 MB | NPU
188
+ | memory_encoder | QNN_DLC | float | Qualcomm® SA7255P | 44.867 ms | 2 - 317 MB | NPU
189
+ | memory_encoder | QNN_DLC | float | Qualcomm® QCS9075 | 26.708 ms | 10 - 20 MB | NPU
190
+ | memory_encoder | QNN_DLC | float | Qualcomm® QCS8750 | 10.598 ms | 0 - 319 MB | NPU
191
+ | memory_encoder | QNN_DLC | float | Qualcomm® QCS7181 | 19.818 ms | 8 - 8 MB | NPU
192
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.036 ms | 2 - 2 MB | NPU
193
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 6.749 ms | 2 - 2 MB | NPU
194
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.092 ms | 0 - 240 MB | NPU
195
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 7.91 ms | 0 - 199 MB | NPU
196
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 18.217 ms | 1 - 5 MB | NPU
197
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 11.379 ms | 2 - 167 MB | NPU
198
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 6.051 ms | 2 - 5 MB | NPU
199
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 7.91 ms | 0 - 199 MB | NPU
200
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.594 ms | 1 - 189 MB | NPU
201
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.418 ms | 1 - 352 MB | NPU
202
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 47.733 ms | 2 - 323 MB | NPU
203
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 7.05 ms | 2 - 6 MB | NPU
204
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 11.379 ms | 2 - 167 MB | NPU
205
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 3.103 ms | 1 - 173 MB | NPU
206
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 7.969 ms | 2 - 182 MB | NPU
207
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 7.418 ms | 1 - 352 MB | NPU
208
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 3.103 ms | 1 - 173 MB | NPU
209
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 6.749 ms | 2 - 2 MB | NPU
210
+ | memory_encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 19.641 ms | 0 - 485 MB | NPU
211
+ | memory_encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 38.033 ms | 0 - 329 MB | NPU
212
+ | memory_encoder | TFLITE | float | Qualcomm® QCS8275 | 53.142 ms | 0 - 315 MB | NPU
213
+ | memory_encoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 24.705 ms | 0 - 21 MB | NPU
214
+ | memory_encoder | TFLITE | float | Qualcomm® QCS8450 | 38.033 ms | 0 - 329 MB | NPU
215
+ | memory_encoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 13.526 ms | 0 - 316 MB | NPU
216
+ | memory_encoder | TFLITE | float | Qualcomm® SA8295P | 30.196 ms | 0 - 286 MB | NPU
217
+ | memory_encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.832 ms | 0 - 315 MB | NPU
218
+ | memory_encoder | TFLITE | float | Qualcomm® SA7255P | 53.142 ms | 0 - 315 MB | NPU
219
+ | memory_encoder | TFLITE | float | Qualcomm® QCS9075 | 26.855 ms | 0 - 16 MB | NPU
220
+ | memory_encoder | TFLITE | float | Qualcomm® QCS8750 | 13.526 ms | 0 - 316 MB | NPU
221
+ | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.405 ms | 1 - 253 MB | NPU
222
+ | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 13.255 ms | 1 - 257 MB | NPU
223
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS6490 | 105.093 ms | 10 - 52 MB | NPU
224
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS8275 | 17.78 ms | 1 - 227 MB | NPU
225
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.851 ms | 1 - 3 MB | NPU
226
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 13.255 ms | 1 - 257 MB | NPU
227
+ | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.979 ms | 1 - 240 MB | NPU
228
+ | memory_encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 32.642 ms | 10 - 195 MB | NPU
229
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 70.637 ms | 10 - 235 MB | NPU
230
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 12.312 ms | 1 - 9 MB | NPU
231
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 17.78 ms | 1 - 227 MB | NPU
232
+ | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 4.737 ms | 1 - 222 MB | NPU
233
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 12.283 ms | 1 - 230 MB | NPU
234
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS7790 | 32.642 ms | 10 - 195 MB | NPU
235
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS8750 | 4.737 ms | 1 - 222 MB | NPU
236
+ | video_decoder | ONNX | float | Snapdragon® X2 Elite | 3.395 ms | 196 - 196 MB | NPU
237
+ | video_decoder | ONNX | float | Snapdragon® X Elite | 7.423 ms | 165 - 165 MB | NPU
238
+ | video_decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.089 ms | 17 - 270 MB | NPU
239
+ | video_decoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 15.41 ms | 17 - 259 MB | NPU
240
+ | video_decoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 7.233 ms | 16 - 20 MB | NPU
241
+ | video_decoder | ONNX | float | Qualcomm® QCS8450 | 15.41 ms | 17 - 259 MB | NPU
242
+ | video_decoder | ONNX | float | Snapdragon® 8 Elite Mobile | 3.998 ms | 1 - 216 MB | NPU
243
+ | video_decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.487 ms | 3 - 220 MB | NPU
244
+ | video_decoder | ONNX | float | Qualcomm® QCS9075 | 8.835 ms | 16 - 61 MB | NPU
245
+ | video_decoder | ONNX | float | Qualcomm® QCS8750 | 3.998 ms | 1 - 216 MB | NPU
246
+ | video_decoder | ONNX | float | Qualcomm® QCS7181 | 7.423 ms | 165 - 165 MB | NPU
247
+ | video_decoder | ONNX | w8a8 | Snapdragon® X2 Elite | 1.634 ms | 209 - 209 MB | NPU
248
+ | video_decoder | ONNX | w8a8 | Snapdragon® X Elite | 3.622 ms | 178 - 178 MB | NPU
249
+ | video_decoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.298 ms | 4 - 215 MB | NPU
250
+ | video_decoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 4.288 ms | 4 - 160 MB | NPU
251
+ | video_decoder | ONNX | w8a8 | Qualcomm® QCS6490 | 14.298 ms | 4 - 49 MB | NPU
252
+ | video_decoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 3.472 ms | 1 - 13 MB | NPU
253
+ | video_decoder | ONNX | w8a8 | Qualcomm® QCS8450 | 4.288 ms | 4 - 160 MB | NPU
254
+ | video_decoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.542 ms | 0 - 156 MB | NPU
255
+ | video_decoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 4.218 ms | 4 - 301 MB | NPU
256
+ | video_decoder | ONNX | w8a8 | Qualcomm® QCM6690 | 19.506 ms | 2 - 255 MB | NPU
257
+ | video_decoder | ONNX | w8a8 | Qualcomm® QCS9075 | 4.097 ms | 0 - 49 MB | NPU
258
+ | video_decoder | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 1.85 ms | 0 - 130 MB | NPU
259
+ | video_decoder | ONNX | w8a8 | Qualcomm® QCS7790 | 4.218 ms | 4 - 301 MB | NPU
260
+ | video_decoder | ONNX | w8a8 | Qualcomm® QCS8750 | 1.85 ms | 0 - 130 MB | NPU
261
+ | video_decoder | ONNX | w8a8 | Qualcomm® QCS7181 | 3.622 ms | 178 - 178 MB | NPU
262
+ | video_decoder | QNN_DLC | float | Snapdragon® X2 Elite | 3.327 ms | 16 - 16 MB | NPU
263
+ | video_decoder | QNN_DLC | float | Snapdragon® X Elite | 6.195 ms | 16 - 16 MB | NPU
264
+ | video_decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 4.062 ms | 3 - 248 MB | NPU
265
+ | video_decoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 9.172 ms | 2 - 227 MB | NPU
266
+ | video_decoder | QNN_DLC | float | Qualcomm® QCS8275 | 13.509 ms | 16 - 238 MB | NPU
267
+ | video_decoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.905 ms | 16 - 25 MB | NPU
268
+ | video_decoder | QNN_DLC | float | Qualcomm® QCS8450 | 9.172 ms | 2 - 227 MB | NPU
269
+ | video_decoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 3.172 ms | 4 - 220 MB | NPU
270
+ | video_decoder | QNN_DLC | float | Qualcomm® SA8295P | 8.821 ms | 0 - 201 MB | NPU
271
+ | video_decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.81 ms | 4 - 201 MB | NPU
272
+ | video_decoder | QNN_DLC | float | Qualcomm® SA7255P | 13.509 ms | 16 - 238 MB | NPU
273
+ | video_decoder | QNN_DLC | float | Qualcomm® QCS9075 | 7.193 ms | 16 - 34 MB | NPU
274
+ | video_decoder | QNN_DLC | float | Qualcomm® QCS8750 | 3.172 ms | 4 - 220 MB | NPU
275
+ | video_decoder | QNN_DLC | float | Qualcomm® QCS7181 | 6.195 ms | 16 - 16 MB | NPU
276
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.763 ms | 4 - 4 MB | NPU
277
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 3.352 ms | 4 - 4 MB | NPU
278
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.924 ms | 4 - 122 MB | NPU
279
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 3.47 ms | 0 - 116 MB | NPU
280
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 10.429 ms | 1 - 7 MB | NPU
281
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 5.536 ms | 4 - 92 MB | NPU
282
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.885 ms | 4 - 6 MB | NPU
283
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 3.47 ms | 0 - 116 MB | NPU
284
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.315 ms | 1 - 115 MB | NPU
285
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3.468 ms | 4 - 218 MB | NPU
286
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 13.616 ms | 4 - 280 MB | NPU
287
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 3.327 ms | 0 - 6 MB | NPU
288
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 5.536 ms | 4 - 92 MB | NPU
289
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 1.525 ms | 1 - 93 MB | NPU
290
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 4.06 ms | 4 - 91 MB | NPU
291
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 3.468 ms | 4 - 218 MB | NPU
292
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 1.525 ms | 1 - 93 MB | NPU
293
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 3.352 ms | 4 - 4 MB | NPU
294
+ | video_decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.043 ms | 0 - 246 MB | NPU
295
+ | video_decoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 9.385 ms | 0 - 231 MB | NPU
296
+ | video_decoder | TFLITE | float | Qualcomm® QCS8275 | 13.387 ms | 0 - 215 MB | NPU
297
+ | video_decoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.936 ms | 0 - 8 MB | NPU
298
+ | video_decoder | TFLITE | float | Qualcomm® QCS8450 | 9.385 ms | 0 - 231 MB | NPU
299
+ | video_decoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.244 ms | 0 - 208 MB | NPU
300
+ | video_decoder | TFLITE | float | Qualcomm® SA8295P | 8.719 ms | 0 - 238 MB | NPU
301
+ | video_decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.831 ms | 0 - 193 MB | NPU
302
+ | video_decoder | TFLITE | float | Qualcomm® SA7255P | 13.387 ms | 0 - 215 MB | NPU
303
+ | video_decoder | TFLITE | float | Qualcomm® QCS9075 | 7.237 ms | 0 - 31 MB | NPU
304
+ | video_decoder | TFLITE | float | Qualcomm® QCS8750 | 3.244 ms | 0 - 208 MB | NPU
305
+ | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.928 ms | 0 - 249 MB | NPU
306
+ | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 9.759 ms | 0 - 247 MB | NPU
307
+ | video_decoder | TFLITE | w8a8 | Qualcomm® QCS6490 | 33.723 ms | 14 - 61 MB | NPU
308
+ | video_decoder | TFLITE | w8a8 | Qualcomm® QCS8275 | 15.417 ms | 0 - 215 MB | NPU
309
+ | video_decoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.527 ms | 0 - 33 MB | NPU
310
+ | video_decoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 9.759 ms | 0 - 247 MB | NPU
311
+ | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.374 ms | 0 - 249 MB | NPU
312
+ | video_decoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 15.013 ms | 12 - 204 MB | NPU
313
+ | video_decoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 35.165 ms | 13 - 213 MB | NPU
314
+ | video_decoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 9.745 ms | 0 - 14 MB | NPU
315
+ | video_decoder | TFLITE | w8a8 | Qualcomm® SA7255P | 15.417 ms | 0 - 215 MB | NPU
316
+ | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 3.896 ms | 0 - 246 MB | NPU
317
+ | video_decoder | TFLITE | w8a8 | Qualcomm® SA8295P | 9.273 ms | 0 - 222 MB | NPU
318
+ | video_decoder | TFLITE | w8a8 | Qualcomm® QCS7790 | 15.013 ms | 12 - 204 MB | NPU
319
+ | video_decoder | TFLITE | w8a8 | Qualcomm® QCS8750 | 3.896 ms | 0 - 246 MB | NPU
 
 
 
 
 
 
320
 
321
  ## License
322
  * The license for the original implementation of EdgeTAM can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
1
  {
2
- "version": "0.55.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
- "litert": "1.4.3"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.55.0/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/v0.55.0/edgetam-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
- "qairt": "2.42.0.251225135753_193295",
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/v0.55.0/edgetam-onnx-float.zip"
25
  }
26
  }
27
  },
@@ -30,22 +30,16 @@
30
  "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
- "litert": "1.4.3"
34
  },
35
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.55.0/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/v0.55.0/edgetam-qnn_dlc-w8a8.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
- "qairt": "2.42.0.251225135753_193295",
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/v0.55.0/edgetam-onnx-w8a8.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.56.0",
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/v0.56.0/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/v0.56.0/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/v0.56.0/edgetam-onnx-float.zip"
25
  }
26
  }
27
  },
 
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/v0.56.0/edgetam-tflite-w8a8.zip"
 
 
 
 
 
 
36
  },
37
  "onnx": {
38
  "tool_versions": {
39
+ "qairt": "2.45.0.260326154327",
40
  "onnx_runtime": "1.25.0"
41
  },
42
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.56.0/edgetam-onnx-w8a8.zip"
43
  }
44
  }
45
  }