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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 +96 -94
  2. release_assets.json +13 -13
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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.55.0/deeplab_xception-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/deeplab_xception/releases/v0.55.0/deeplab_xception-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/deeplab_xception/releases/v0.55.0/deeplab_xception-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/deeplab_xception/releases/v0.55.0/deeplab_xception-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/deeplab_xception/releases/v0.55.0/deeplab_xception-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/deeplab_xception/releases/v0.55.0/deeplab_xception-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[DeepLabXception on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deeplab_xception)**.
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@@ -63,94 +63,96 @@ See our repository for [DeepLabXception on GitHub](https://github.com/qualcomm/a
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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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- | DeepLabXception | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.884 ms | 3 - 254 MB | NPU
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- | DeepLabXception | ONNX | float | Snapdragon® X2 Elite | 10.402 ms | 178 - 178 MB | NPU
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- | DeepLabXception | ONNX | float | Snapdragon® X Elite | 22.871 ms | 178 - 178 MB | NPU
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- | DeepLabXception | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 16.996 ms | 3 - 371 MB | NPU
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- | DeepLabXception | ONNX | float | Qualcomm® QCS8550 (Proxy) | 22.637 ms | 0 - 112 MB | NPU
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- | DeepLabXception | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.461 ms | 1 - 249 MB | NPU
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- | DeepLabXception | ONNX | float | Qualcomm® QCS9075 | 32.815 ms | 3 - 48 MB | NPU
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- | DeepLabXception | ONNX | float | Qualcomm® QCS8750 | 13.461 ms | 1 - 249 MB | NPU
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- | DeepLabXception | ONNX | float | Qualcomm® QCS7181 | 22.871 ms | 178 - 178 MB | NPU
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- | DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.057 ms | 0 - 293 MB | NPU
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- | DeepLabXception | ONNX | w8a8 | Snapdragon® X2 Elite | 3.347 ms | 180 - 180 MB | NPU
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- | DeepLabXception | ONNX | w8a8 | Snapdragon® X Elite | 7.766 ms | 180 - 180 MB | NPU
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- | DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.258 ms | 1 - 393 MB | NPU
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- | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS6490 | 309.292 ms | 91 - 121 MB | CPU
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- | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.495 ms | 0 - 73 MB | NPU
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- | DeepLabXception | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 229.283 ms | 59 - 72 MB | CPU
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- | DeepLabXception | ONNX | w8a8 | Qualcomm® QCM6690 | 244.146 ms | 89 - 102 MB | CPU
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- | DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.218 ms | 0 - 288 MB | NPU
84
- | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS9075 | 7.607 ms | 1 - 46 MB | NPU
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- | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS7790 | 229.283 ms | 59 - 72 MB | CPU
86
- | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS8750 | 4.218 ms | 0 - 288 MB | NPU
87
- | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS7181 | 7.766 ms | 180 - 180 MB | NPU
88
- | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.538 ms | 3 - 257 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Snapdragon® X2 Elite | 11.617 ms | 3 - 3 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Snapdragon® X Elite | 22.919 ms | 3 - 3 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 15.988 ms | 0 - 355 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8275 | 112.935 ms | 3 - 246 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 21.863 ms | 3 - 6 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® SA8775P | 30.622 ms | 2 - 245 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® SA8650P | 30.622 ms | 2 - 245 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® SA8255P | 30.622 ms | 2 - 245 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 46.541 ms | 0 - 351 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® SA8295P | 39.12 ms | 2 - 242 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.283 ms | 1 - 252 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® SA7255P | 112.935 ms | 3 - 246 MB | NPU
101
- | DeepLabXception | QNN_DLC | float | Qualcomm® QCS9075 | 35.802 ms | 3 - 8 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8750 | 12.283 ms | 1 - 252 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® QCS7181 | 22.919 ms | 3 - 3 MB | NPU
104
- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.246 ms | 1 - 279 MB | NPU
105
- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.843 ms | 1 - 1 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X Elite | 8.625 ms | 1 - 1 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.574 ms | 0 - 371 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 33.784 ms | 3 - 5 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 20.382 ms | 1 - 283 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.907 ms | 0 - 11 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA8775P | 8.067 ms | 1 - 286 MB | NPU
112
- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA8650P | 8.067 ms | 1 - 286 MB | NPU
113
- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA8255P | 8.067 ms | 1 - 286 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.382 ms | 1 - 283 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.592 ms | 1 - 277 MB | NPU
116
- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA8295P | 12.713 ms | 0 - 279 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 93.48 ms | 1 - 302 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.368 ms | 1 - 290 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 8.636 ms | 1 - 3 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 13.99 ms | 1 - 365 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 12.592 ms | 1 - 277 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 4.368 ms | 1 - 290 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 8.625 ms | 1 - 1 MB | NPU
124
- | DeepLabXception | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.179 ms | 0 - 357 MB | NPU
125
- | DeepLabXception | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.168 ms | 0 - 455 MB | NPU
126
- | DeepLabXception | TFLITE | float | Qualcomm® QCS8275 | 113.172 ms | 1 - 343 MB | NPU
127
- | DeepLabXception | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 21.828 ms | 0 - 3 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® SA8775P | 30.649 ms | 0 - 343 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® SA8650P | 30.649 ms | 0 - 343 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® SA8255P | 30.649 ms | 0 - 343 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 46.291 ms | 1 - 450 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® SA8295P | 38.743 ms | 0 - 337 MB | NPU
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- | DeepLabXception | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.21 ms | 0 - 354 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® SA7255P | 113.172 ms | 1 - 343 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® QCS9075 | 35.891 ms | 0 - 93 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® QCS8750 | 12.21 ms | 0 - 354 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.878 ms | 0 - 286 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.99 ms | 0 - 368 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS6490 | 31.633 ms | 0 - 58 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8275 | 19.009 ms | 0 - 284 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 6.964 ms | 0 - 3 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8775P | 7.257 ms | 0 - 285 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8650P | 7.257 ms | 0 - 285 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8255P | 7.257 ms | 0 - 285 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA7255P | 19.009 ms | 0 - 284 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.504 ms | 0 - 266 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8295P | 11.633 ms | 0 - 275 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCM6690 | 92.842 ms | 0 - 292 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.906 ms | 0 - 269 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS9075 | 7.47 ms | 0 - 47 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 11.979 ms | 0 - 359 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS7790 | 11.504 ms | 0 - 266 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8750 | 3.906 ms | 0 - 269 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of DeepLabXception can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.56.0/deeplab_xception-onnx-float.zip)
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+ | 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/deeplab_xception/releases/v0.56.0/deeplab_xception-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/deeplab_xception/releases/v0.56.0/deeplab_xception-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/deeplab_xception/releases/v0.56.0/deeplab_xception-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/deeplab_xception/releases/v0.56.0/deeplab_xception-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/deeplab_xception/releases/v0.56.0/deeplab_xception-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[DeepLabXception on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deeplab_xception)**.
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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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+ | DeepLabXception | ONNX | float | Snapdragon® X2 Elite | 10.479 ms | 210 - 210 MB | NPU
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+ | DeepLabXception | ONNX | float | Snapdragon® X Elite | 23.154 ms | 146 - 146 MB | NPU
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+ | DeepLabXception | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 17.211 ms | 14 - 360 MB | NPU
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+ | DeepLabXception | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 50.153 ms | 4 - 345 MB | NPU
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+ | DeepLabXception | ONNX | float | Qualcomm® QCS8550 (Proxy) | 22.791 ms | 0 - 97 MB | NPU
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+ | DeepLabXception | ONNX | float | Qualcomm® QCS8450 | 50.153 ms | 4 - 345 MB | NPU
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+ | DeepLabXception | ONNX | float | Snapdragon® 8 Elite Mobile | 13.28 ms | 1 - 250 MB | NPU
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+ | DeepLabXception | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.897 ms | 2 - 251 MB | NPU
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+ | DeepLabXception | ONNX | float | Qualcomm® QCS9075 | 33.357 ms | 3 - 48 MB | NPU
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+ | DeepLabXception | ONNX | float | Qualcomm® QCS8750 | 13.28 ms | 1 - 250 MB | NPU
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+ | DeepLabXception | ONNX | float | Qualcomm® QCS7181 | 23.154 ms | 146 - 146 MB | NPU
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+ | DeepLabXception | ONNX | w8a8 | Snapdragon® X2 Elite | 3.4 ms | 180 - 180 MB | NPU
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+ | DeepLabXception | ONNX | w8a8 | Snapdragon® X Elite | 7.76 ms | 181 - 181 MB | NPU
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+ | DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.264 ms | 0 - 373 MB | NPU
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+ | DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 12.409 ms | 1 - 369 MB | NPU
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+ | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS6490 | 32.732 ms | 1 - 46 MB | NPU
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+ | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.46 ms | 0 - 52 MB | NPU
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+ | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS8450 | 12.409 ms | 1 - 369 MB | NPU
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+ | DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.152 ms | 0 - 293 MB | NPU
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+ | DeepLabXception | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.762 ms | 1 - 278 MB | NPU
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+ | DeepLabXception | ONNX | w8a8 | Qualcomm® QCM6690 | 91.442 ms | 0 - 300 MB | NPU
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+ | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS9075 | 7.573 ms | 1 - 46 MB | NPU
88
+ | DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 4.226 ms | 0 - 289 MB | NPU
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+ | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS7790 | 11.762 ms | 1 - 278 MB | NPU
90
+ | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS8750 | 4.226 ms | 0 - 289 MB | NPU
91
+ | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS7181 | 7.76 ms | 181 - 181 MB | NPU
92
+ | DeepLabXception | QNN_DLC | float | Snapdragon® X2 Elite | 11.549 ms | 3 - 3 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Snapdragon® X Elite | 22.973 ms | 3 - 3 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.144 ms | 2 - 356 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 45.687 ms | 3 - 356 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8275 | 112.974 ms | 2 - 246 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 21.918 ms | 3 - 5 MB | NPU
98
+ | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8450 | 45.687 ms | 3 - 356 MB | NPU
99
+ | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 12.193 ms | 0 - 249 MB | NPU
100
+ | DeepLabXception | QNN_DLC | float | Qualcomm® SA8295P | 39.103 ms | 1 - 241 MB | NPU
101
+ | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.551 ms | 2 - 260 MB | NPU
102
+ | DeepLabXception | QNN_DLC | float | Qualcomm® SA7255P | 112.974 ms | 2 - 246 MB | NPU
103
+ | DeepLabXception | QNN_DLC | float | Qualcomm® QCS9075 | 35.844 ms | 3 - 8 MB | NPU
104
+ | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8750 | 12.193 ms | 0 - 249 MB | NPU
105
+ | DeepLabXception | QNN_DLC | float | Qualcomm® QCS7181 | 22.973 ms | 3 - 3 MB | NPU
106
+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.883 ms | 1 - 1 MB | NPU
107
+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X Elite | 8.575 ms | 1 - 1 MB | NPU
108
+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.553 ms | 1 - 371 MB | NPU
109
+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 13.734 ms | 1 - 369 MB | NPU
110
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 33.678 ms | 3 - 5 MB | NPU
111
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 20.381 ms | 1 - 283 MB | NPU
112
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.909 ms | 1 - 3 MB | NPU
113
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 13.734 ms | 1 - 369 MB | NPU
114
+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.263 ms | 1 - 281 MB | NPU
115
+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.469 ms | 1 - 277 MB | NPU
116
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 93.37 ms | 1 - 303 MB | NPU
117
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 8.623 ms | 1 - 3 MB | NPU
118
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.381 ms | 1 - 283 MB | NPU
119
+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 4.38 ms | 1 - 290 MB | NPU
120
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA8295P | 12.697 ms | 1 - 280 MB | NPU
121
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 12.469 ms | 1 - 277 MB | NPU
122
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 4.38 ms | 1 - 290 MB | NPU
123
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 8.575 ms | 1 - 1 MB | NPU
124
+ | DeepLabXception | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.16 ms | 0 - 455 MB | NPU
125
+ | DeepLabXception | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 45.73 ms | 0 - 451 MB | NPU
126
+ | DeepLabXception | TFLITE | float | Qualcomm® QCS8275 | 113.136 ms | 1 - 344 MB | NPU
127
+ | DeepLabXception | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 21.578 ms | 0 - 2 MB | NPU
128
+ | DeepLabXception | TFLITE | float | Qualcomm® SA8775P | 206.286 ms | 21 - 53 MB | GPU
129
+ | DeepLabXception | TFLITE | float | Qualcomm® SA8650P | 206.286 ms | 21 - 53 MB | GPU
130
+ | DeepLabXception | TFLITE | float | Qualcomm® SA8255P | 206.286 ms | 21 - 53 MB | GPU
131
+ | DeepLabXception | TFLITE | float | Qualcomm® QCS8450 | 45.73 ms | 0 - 451 MB | NPU
132
+ | DeepLabXception | TFLITE | float | Snapdragon® 8 Elite Mobile | 12.193 ms | 0 - 356 MB | NPU
133
+ | DeepLabXception | TFLITE | float | Qualcomm® SA8295P | 38.738 ms | 0 - 337 MB | NPU
134
+ | DeepLabXception | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.196 ms | 0 - 359 MB | NPU
135
+ | DeepLabXception | TFLITE | float | Qualcomm® SA7255P | 113.136 ms | 1 - 344 MB | NPU
136
+ | DeepLabXception | TFLITE | float | Qualcomm® QCS9075 | 35.078 ms | 0 - 93 MB | NPU
137
+ | DeepLabXception | TFLITE | float | Qualcomm® QCS8750 | 12.193 ms | 0 - 356 MB | NPU
138
+ | DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.979 ms | 0 - 366 MB | NPU
139
+ | DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 12.122 ms | 0 - 358 MB | NPU
140
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS6490 | 31.782 ms | 0 - 58 MB | NPU
141
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8275 | 19.031 ms | 0 - 284 MB | NPU
142
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 6.98 ms | 0 - 2 MB | NPU
143
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8775P | 208.882 ms | 28 - 61 MB | GPU
144
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8650P | 208.882 ms | 28 - 61 MB | GPU
145
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8255P | 208.882 ms | 28 - 61 MB | GPU
146
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8450 | 12.122 ms | 0 - 358 MB | NPU
147
+ | DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.896 ms | 0 - 286 MB | NPU
148
+ | DeepLabXception | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.229 ms | 0 - 266 MB | NPU
149
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCM6690 | 90.99 ms | 0 - 291 MB | NPU
150
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS9075 | 7.473 ms | 0 - 47 MB | NPU
151
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA7255P | 19.031 ms | 0 - 284 MB | NPU
152
+ | DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 3.909 ms | 0 - 276 MB | NPU
153
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8295P | 11.635 ms | 0 - 276 MB | NPU
154
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS7790 | 11.229 ms | 0 - 266 MB | NPU
155
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8750 | 3.909 ms | 0 - 276 MB | NPU
156
 
157
  ## License
158
  * The license for the original implementation of DeepLabXception can be found
release_assets.json CHANGED
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