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EdgeTAM

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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +138 -140
  2. release_assets.json +53 -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 1.24.3 | [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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  For more device-specific assets and performance metrics, visit **[EdgeTAM on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/edgetam)**.
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@@ -64,140 +64,138 @@ 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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- | decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.151 ms | 17 - 244 MB | NPU
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- | decoder | ONNX | float | Snapdragon® X2 Elite | 3.199 ms | 14 - 14 MB | NPU
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- | decoder | ONNX | float | Snapdragon® X Elite | 6.836 ms | 16 - 16 MB | NPU
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- | decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.685 ms | 17 - 334 MB | NPU
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- | decoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.773 ms | 16 - 24 MB | NPU
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- | decoder | ONNX | float | Qualcomm® QCS9075 | 8.443 ms | 16 - 19 MB | NPU
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- | decoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.482 ms | 1 - 239 MB | NPU
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- | decoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.745 ms | 4 - 258 MB | NPU
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- | decoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.894 ms | 3 - 3 MB | NPU
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- | decoder | ONNX | w8a8 | Snapdragon® X Elite | 8.95 ms | 4 - 4 MB | NPU
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- | decoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.379 ms | 4 - 259 MB | NPU
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- | decoder | ONNX | w8a8 | Qualcomm® QCS6490 | 144.82 ms | 62 - 71 MB | CPU
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- | decoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.415 ms | 4 - 12 MB | NPU
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- | decoder | ONNX | w8a8 | Qualcomm® QCS9075 | 9.666 ms | 4 - 7 MB | NPU
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- | decoder | ONNX | w8a8 | Qualcomm® QCM6690 | 62.468 ms | 56 - 77 MB | CPU
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- | decoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.187 ms | 2 - 236 MB | NPU
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- | 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
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- | decoder | QNN_DLC | float | Snapdragon® X2 Elite | 3.293 ms | 16 - 16 MB | NPU
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- | 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
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- | 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
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- | decoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.827 ms | 4 - 227 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® SA7255P | 13.501 ms | 16 - 286 MB | NPU
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- | 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
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- | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.927 ms | 1 - 95 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.401 ms | 4 - 4 MB | NPU
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- | 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
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- | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.983 ms | 4 - 71 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.907 ms | 4 - 105 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.543 ms | 4 - 73 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 2.508 ms | 1 - 7 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.187 ms | 4 - 242 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.647 ms | 2 - 93 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.983 ms | 4 - 71 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 3.013 ms | 4 - 69 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.072 ms | 1 - 67 MB | NPU
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- | decoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.67 ms | 4 - 194 MB | NPU
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- | decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.541 ms | 0 - 205 MB | NPU
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- | decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.778 ms | 0 - 237 MB | NPU
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- | 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
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- | decoder | TFLITE | float | Qualcomm® SA8775P | 6.814 ms | 0 - 210 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® QCS9075 | 6.967 ms | 0 - 30 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.862 ms | 0 - 228 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® SA7255P | 12.862 ms | 0 - 209 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® SA8295P | 8.089 ms | 0 - 221 MB | NPU
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- | decoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.918 ms | 0 - 217 MB | NPU
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- | decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.932 ms | 0 - 234 MB | NPU
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- | decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.695 ms | 0 - 258 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® QCS6490 | 32.177 ms | 12 - 58 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.098 ms | 0 - 209 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.566 ms | 0 - 12 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® SA8775P | 13.16 ms | 0 - 217 MB | NPU
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- | decoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 12.99 ms | 0 - 14 MB | NPU
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- | 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
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- | 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
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- | 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
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- | encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 20.388 ms | 28 - 44 MB | NPU
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- | encoder | ONNX | float | Qualcomm® QCS9075 | 28.985 ms | 12 - 27 MB | NPU
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- | encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.883 ms | 33 - 296 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.293 ms | 11 - 285 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.502 ms | 18 - 18 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® X Elite | 8.945 ms | 16 - 16 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.454 ms | 13 - 324 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS6490 | 494.833 ms | 203 - 213 MB | CPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.24 ms | 9 - 17 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS9075 | 9.281 ms | 11 - 14 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCM6690 | 323.598 ms | 207 - 218 MB | CPU
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- | encoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.434 ms | 9 - 271 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 304.179 ms | 139 - 150 MB | CPU
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- | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.622 ms | 12 - 308 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 12.767 ms | 12 - 12 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® X Elite | 24.165 ms | 12 - 12 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 17.161 ms | 12 - 364 MB | NPU
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- | 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
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- | encoder | QNN_DLC | float | Qualcomm® SA8775P | 28.163 ms | 0 - 261 MB | NPU
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- | 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
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- | encoder | QNN_DLC | float | Qualcomm® SA7255P | 69.732 ms | 0 - 261 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® SA8295P | 57.565 ms | 0 - 358 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.889 ms | 11 - 289 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.233 ms | 3 - 270 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.857 ms | 3 - 3 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 12.201 ms | 3 - 3 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.554 ms | 2 - 317 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3472.544 ms | 3 - 12 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.511 ms | 3 - 265 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.402 ms | 3 - 5 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 12.099 ms | 3 - 266 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 14.861 ms | 3 - 11 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 61.296 ms | 3 - 269 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1940.735 ms | 3 - 212 MB | NPU
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- | 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
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.372 ms | 3 - 258 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.446 ms | 3 - 301 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.414 ms | 16 - 314 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.312 ms | 15 - 373 MB | NPU
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- | 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
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- | encoder | TFLITE | float | Qualcomm® SA8775P | 27.336 ms | 16 - 280 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® QCS9075 | 32.798 ms | 0 - 42 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 99.442 ms | 0 - 448 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® SA7255P | 68.264 ms | 5 - 272 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® SA8295P | 54.221 ms | 16 - 366 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.378 ms | 16 - 295 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.657 ms | 4 - 262 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.784 ms | 3 - 307 MB | NPU
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- | 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
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- | encoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.039 ms | 4 - 7 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 7.84 ms | 4 - 259 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 8.416 ms | 3 - 18 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 45.167 ms | 2 - 236 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2266.624 ms | 1 - 332 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.813 ms | 4 - 258 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 2222.753 ms | 0 - 276 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.008 ms | 2 - 249 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.206 ms | 4 - 263 MB | NPU
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  ## License
203
  * The license for the original implementation of EdgeTAM can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
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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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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 | 3.155 ms | 17 - 244 MB | NPU
68
+ | decoder | ONNX | float | Snapdragon® X Elite | 6.839 ms | 16 - 16 MB | NPU
69
+ | decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.752 ms | 17 - 334 MB | NPU
70
+ | decoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.756 ms | 16 - 27 MB | NPU
71
+ | decoder | ONNX | float | Qualcomm® QCS9075 | 8.432 ms | 16 - 19 MB | NPU
72
+ | decoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.514 ms | 1 - 234 MB | NPU
73
+ | decoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.318 ms | 4 - 273 MB | NPU
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+ | decoder | ONNX | w8a8 | Snapdragon® X2 Elite | 5.375 ms | 4 - 4 MB | NPU
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+ | decoder | ONNX | w8a8 | Snapdragon® X Elite | 12.52 ms | 4 - 4 MB | NPU
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+ | decoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 9.204 ms | 0 - 269 MB | NPU
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+ | decoder | ONNX | w8a8 | Qualcomm® QCS6490 | 137.536 ms | 47 - 58 MB | CPU
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+ | decoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.952 ms | 2 - 10 MB | NPU
79
+ | decoder | ONNX | w8a8 | Qualcomm® QCS9075 | 13.479 ms | 4 - 7 MB | NPU
80
+ | decoder | ONNX | w8a8 | Qualcomm® QCM6690 | 56.981 ms | 43 - 65 MB | CPU
81
+ | decoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.997 ms | 2 - 245 MB | NPU
82
+ | decoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 50.894 ms | 49 - 66 MB | CPU
83
+ | decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.602 ms | 16 - 202 MB | NPU
84
+ | decoder | QNN_DLC | float | Snapdragon® X2 Elite | 3.103 ms | 16 - 16 MB | NPU
85
+ | decoder | QNN_DLC | float | Snapdragon® X Elite | 5.545 ms | 16 - 16 MB | NPU
86
+ | decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.695 ms | 4 - 212 MB | NPU
87
+ | decoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.663 ms | 16 - 201 MB | NPU
88
+ | decoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.337 ms | 16 - 21 MB | NPU
89
+ | decoder | QNN_DLC | float | Qualcomm® SA8775P | 6.502 ms | 16 - 225 MB | NPU
90
+ | decoder | QNN_DLC | float | Qualcomm® QCS9075 | 6.757 ms | 16 - 34 MB | NPU
91
+ | decoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.017 ms | 4 - 218 MB | NPU
92
+ | decoder | QNN_DLC | float | Qualcomm® SA7255P | 12.663 ms | 16 - 201 MB | NPU
93
+ | decoder | QNN_DLC | float | Qualcomm® SA8295P | 8.162 ms | 2 - 196 MB | NPU
94
+ | decoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.865 ms | 3 - 186 MB | NPU
95
+ | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.89 ms | 1 - 109 MB | NPU
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+ | decoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.326 ms | 4 - 4 MB | NPU
97
+ | decoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.296 ms | 4 - 4 MB | NPU
98
+ | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.304 ms | 4 - 115 MB | NPU
99
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 8.926 ms | 1 - 7 MB | NPU
100
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.903 ms | 4 - 89 MB | NPU
101
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.017 ms | 4 - 97 MB | NPU
102
+ | decoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.606 ms | 4 - 104 MB | NPU
103
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 2.391 ms | 1 - 7 MB | NPU
104
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.041 ms | 4 - 272 MB | NPU
105
+ | decoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.577 ms | 0 - 110 MB | NPU
106
+ | decoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.903 ms | 4 - 89 MB | NPU
107
+ | decoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.998 ms | 4 - 107 MB | NPU
108
+ | decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.026 ms | 1 - 91 MB | NPU
109
+ | decoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.526 ms | 4 - 212 MB | NPU
110
+ | decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.604 ms | 0 - 188 MB | NPU
111
+ | decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.725 ms | 0 - 213 MB | NPU
112
+ | decoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.569 ms | 0 - 186 MB | NPU
113
+ | decoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.386 ms | 0 - 8 MB | NPU
114
+ | decoder | TFLITE | float | Qualcomm® SA8775P | 6.623 ms | 0 - 188 MB | NPU
115
+ | decoder | TFLITE | float | Qualcomm® QCS9075 | 6.811 ms | 0 - 30 MB | NPU
116
+ | decoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.027 ms | 0 - 217 MB | NPU
117
+ | decoder | TFLITE | float | Qualcomm® SA7255P | 12.569 ms | 0 - 186 MB | NPU
118
+ | decoder | TFLITE | float | Qualcomm® SA8295P | 8.239 ms | 0 - 196 MB | NPU
119
+ | decoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.867 ms | 0 - 188 MB | NPU
120
+ | decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.086 ms | 0 - 255 MB | NPU
121
+ | decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.822 ms | 0 - 267 MB | NPU
122
+ | decoder | TFLITE | w8a8 | Qualcomm® QCS6490 | 32.828 ms | 12 - 58 MB | NPU
123
+ | decoder | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 13.573 ms | 0 - 237 MB | NPU
124
+ | decoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.718 ms | 0 - 22 MB | NPU
125
+ | decoder | TFLITE | w8a8 | Qualcomm® SA8775P | 8.594 ms | 0 - 240 MB | NPU
126
+ | decoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 8.517 ms | 0 - 14 MB | NPU
127
+ | decoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 31.569 ms | 14 - 213 MB | NPU
128
+ | decoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 10.241 ms | 0 - 245 MB | NPU
129
+ | decoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.573 ms | 0 - 237 MB | NPU
130
+ | decoder | TFLITE | w8a8 | Qualcomm® SA8295P | 9.494 ms | 0 - 239 MB | NPU
131
+ | decoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.551 ms | 0 - 236 MB | NPU
132
+ | decoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.005 ms | 12 - 202 MB | NPU
133
+ | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.783 ms | 45 - 329 MB | NPU
134
+ | encoder | ONNX | float | Snapdragon® X Elite | 20.361 ms | 34 - 34 MB | NPU
135
+ | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 14.675 ms | 23 - 373 MB | NPU
136
+ | encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 20.261 ms | 28 - 47 MB | NPU
137
+ | encoder | ONNX | float | Qualcomm® QCS9075 | 29.898 ms | 12 - 27 MB | NPU
138
+ | encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.88 ms | 33 - 297 MB | NPU
139
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.299 ms | 6 - 279 MB | NPU
140
+ | encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.526 ms | 18 - 18 MB | NPU
141
+ | encoder | ONNX | w8a8 | Snapdragon® X Elite | 8.868 ms | 16 - 16 MB | NPU
142
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.464 ms | 13 - 322 MB | NPU
143
+ | encoder | ONNX | w8a8 | Qualcomm® QCS6490 | 494.902 ms | 203 - 213 MB | CPU
144
+ | encoder | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.22 ms | 11 - 16 MB | NPU
145
+ | encoder | ONNX | w8a8 | Qualcomm® QCS9075 | 9.651 ms | 11 - 14 MB | NPU
146
+ | encoder | ONNX | w8a8 | Qualcomm® QCM6690 | 324.057 ms | 146 - 158 MB | CPU
147
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.445 ms | 9 - 271 MB | NPU
148
+ | encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 305.946 ms | 207 - 219 MB | CPU
149
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.84 ms | 12 - 310 MB | NPU
150
+ | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.4 ms | 12 - 12 MB | NPU
151
+ | encoder | QNN_DLC | float | Snapdragon® X Elite | 24.224 ms | 12 - 12 MB | NPU
152
+ | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.98 ms | 12 - 375 MB | NPU
153
+ | encoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 69.844 ms | 1 - 281 MB | NPU
154
+ | encoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 23.987 ms | 12 - 14 MB | NPU
155
+ | encoder | QNN_DLC | float | Qualcomm® SA8775P | 28.029 ms | 0 - 280 MB | NPU
156
+ | encoder | QNN_DLC | float | Qualcomm® QCS9075 | 35.366 ms | 12 - 42 MB | NPU
157
+ | encoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 96.257 ms | 0 - 435 MB | NPU
158
+ | encoder | QNN_DLC | float | Qualcomm® SA7255P | 69.844 ms | 1 - 281 MB | NPU
159
+ | encoder | QNN_DLC | float | Qualcomm® SA8295P | 56.669 ms | 1 - 358 MB | NPU
160
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.793 ms | 12 - 290 MB | NPU
161
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.21 ms | 3 - 273 MB | NPU
162
+ | encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.758 ms | 3 - 3 MB | NPU
163
+ | encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 12.112 ms | 3 - 3 MB | NPU
164
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.516 ms | 3 - 315 MB | NPU
165
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3532.89 ms | 3 - 12 MB | NPU
166
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.376 ms | 3 - 267 MB | NPU
167
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.338 ms | 3 - 164 MB | NPU
168
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 12.017 ms | 3 - 268 MB | NPU
169
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 14.705 ms | 2 - 11 MB | NPU
170
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 60.323 ms | 3 - 270 MB | NPU
171
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1956.344 ms | 3 - 206 MB | NPU
172
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.376 ms | 3 - 267 MB | NPU
173
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1992.31 ms | 3 - 162 MB | NPU
174
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.381 ms | 3 - 259 MB | NPU
175
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.344 ms | 3 - 300 MB | NPU
176
+ | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.698 ms | 16 - 322 MB | NPU
177
+ | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.383 ms | 15 - 363 MB | NPU
178
+ | encoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 68.208 ms | 16 - 288 MB | NPU
179
+ | encoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 23.295 ms | 16 - 19 MB | NPU
180
+ | encoder | TFLITE | float | Qualcomm® SA8775P | 27.368 ms | 16 - 287 MB | NPU
181
+ | encoder | TFLITE | float | Qualcomm® QCS9075 | 34.145 ms | 0 - 42 MB | NPU
182
+ | encoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 96.966 ms | 16 - 439 MB | NPU
183
+ | encoder | TFLITE | float | Qualcomm® SA7255P | 68.208 ms | 16 - 288 MB | NPU
184
+ | encoder | TFLITE | float | Qualcomm® SA8295P | 53.49 ms | 16 - 366 MB | NPU
185
+ | encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.464 ms | 16 - 303 MB | NPU
186
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.632 ms | 4 - 263 MB | NPU
187
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.8 ms | 3 - 304 MB | NPU
188
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS6490 | 3191.172 ms | 0 - 22 MB | NPU
189
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 13.754 ms | 4 - 261 MB | NPU
190
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.036 ms | 4 - 37 MB | NPU
191
+ | encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 7.81 ms | 0 - 257 MB | NPU
192
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS9075 | 7.973 ms | 4 - 19 MB | NPU
193
+ | encoder | TFLITE | w8a8 | Qualcomm® QCM6690 | 45.055 ms | 2 - 235 MB | NPU
194
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2289.971 ms | 2 - 329 MB | NPU
195
+ | encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.754 ms | 4 - 261 MB | NPU
196
+ | encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 2097.909 ms | 3 - 284 MB | NPU
197
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.008 ms | 2 - 247 MB | NPU
198
+ | encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.261 ms | 4 - 260 MB | NPU
 
 
199
 
200
  ## License
201
  * The license for the original implementation of EdgeTAM can be found
release_assets.json CHANGED
@@ -1 +1,53 @@
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"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "0.51.0",
3
+ "precisions": {
4
+ "float": {
5
+ "universal_assets": {
6
+ "tflite": {
7
+ "tool_versions": {
8
+ "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.2"
10
+ },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/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/v0.51.0/edgetam-qnn_dlc-float.zip"
18
+ },
19
+ "onnx": {
20
+ "tool_versions": {
21
+ "qairt": "2.42.0.251225135753_193295",
22
+ "onnx_runtime": "1.24.3"
23
+ },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/edgetam-onnx-float.zip"
25
+ }
26
+ }
27
+ },
28
+ "w8a8": {
29
+ "universal_assets": {
30
+ "tflite": {
31
+ "tool_versions": {
32
+ "qairt": "2.45.0.260326154327",
33
+ "litert": "1.4.2"
34
+ },
35
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/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/v0.51.0/edgetam-qnn_dlc-w8a8.zip"
42
+ },
43
+ "onnx": {
44
+ "tool_versions": {
45
+ "qairt": "2.42.0.251225135753_193295",
46
+ "onnx_runtime": "1.24.3"
47
+ },
48
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.51.0/edgetam-onnx-w8a8.zip"
49
+ }
50
+ }
51
+ }
52
+ }
53
+ }