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v0.55.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.

Files changed (2) hide show
  1. README.md +94 -90
  2. release_assets.json +9 -9
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/deeplab_xception/releases/v0.54.0/deeplab_xception-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/deeplab_xception/releases/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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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@@ -63,90 +63,94 @@ 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 | 8.903 ms | 3 - 255 MB | NPU
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- | DeepLabXception | ONNX | float | Snapdragon® 8 Elite Mobile | 13.513 ms | 1 - 253 MB | NPU
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- | DeepLabXception | ONNX | float | Snapdragon® X2 Elite | 10.393 ms | 86 - 86 MB | NPU
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- | DeepLabXception | ONNX | float | Snapdragon® X Elite | 22.933 ms | 85 - 85 MB | NPU
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- | DeepLabXception | ONNX | float | Snapdragon® X Elite | 22.933 ms | 85 - 85 MB | NPU
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- | DeepLabXception | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 17.152 ms | 0 - 366 MB | NPU
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- | DeepLabXception | ONNX | float | Qualcomm® QCS8550 (Proxy) | 22.673 ms | 3 - 6 MB | NPU
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- | DeepLabXception | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.513 ms | 1 - 253 MB | NPU
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- | DeepLabXception | ONNX | float | Qualcomm® QCS9075 | 33.606 ms | 3 - 8 MB | NPU
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- | DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.056 ms | 0 - 293 MB | NPU
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- | DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 4.23 ms | 0 - 288 MB | NPU
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- | DeepLabXception | ONNX | w8a8 | Snapdragon® X2 Elite | 3.356 ms | 44 - 44 MB | NPU
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- | DeepLabXception | ONNX | w8a8 | Snapdragon® X Elite | 8.017 ms | 44 - 44 MB | NPU
79
- | DeepLabXception | ONNX | w8a8 | Snapdragon® X Elite | 8.017 ms | 44 - 44 MB | NPU
80
- | DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.274 ms | 0 - 389 MB | NPU
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- | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS6490 | 309.047 ms | 93 - 117 MB | CPU
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- | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.442 ms | 0 - 100 MB | NPU
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- | DeepLabXception | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 229.65 ms | 87 - 101 MB | CPU
84
- | DeepLabXception | ONNX | w8a8 | Qualcomm® QCM6690 | 243.888 ms | 90 - 103 MB | CPU
85
- | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS9075 | 7.6 ms | 0 - 4 MB | NPU
86
- | DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.23 ms | 0 - 288 MB | NPU
87
- | DeepLabXception | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 229.65 ms | 87 - 101 MB | CPU
88
- | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.544 ms | 3 - 257 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 12.192 ms | 2 - 250 MB | NPU
90
- | DeepLabXception | QNN_DLC | float | Snapdragon® X2 Elite | 11.611 ms | 3 - 3 MB | NPU
91
- | DeepLabXception | QNN_DLC | float | Snapdragon® X Elite | 22.836 ms | 3 - 3 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Snapdragon® X Elite | 22.836 ms | 3 - 3 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.111 ms | 3 - 361 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 21.927 ms | 3 - 370 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® SA8775P | 30.63 ms | 2 - 245 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® SA8775P | 30.63 ms | 2 - 245 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® SA8775P | 30.63 ms | 2 - 245 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® SA7255P | 112.991 ms | 2 - 245 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 45.726 ms | 0 - 351 MB | NPU
100
- | DeepLabXception | QNN_DLC | float | Qualcomm® SA8295P | 39.113 ms | 0 - 239 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.192 ms | 2 - 250 MB | NPU
102
- | DeepLabXception | QNN_DLC | float | Qualcomm® QCS9075 | 35.951 ms | 3 - 8 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.252 ms | 1 - 280 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 4.39 ms | 1 - 289 MB | NPU
105
- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.842 ms | 1 - 1 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X Elite | 8.551 ms | 1 - 1 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X Elite | 8.551 ms | 1 - 1 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.586 ms | 1 - 371 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 33.767 ms | 1 - 3 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.862 ms | 1 - 3 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA8775P | 8.045 ms | 1 - 285 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA8775P | 8.045 ms | 1 - 285 MB | NPU
113
- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA8775P | 8.045 ms | 1 - 285 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.446 ms | 1 - 278 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 100.654 ms | 1 - 304 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 8.619 ms | 1 - 3 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.39 ms | 1 - 289 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 13.685 ms | 1 - 366 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.345 ms | 1 - 283 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA8295P | 12.697 ms | 0 - 279 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.446 ms | 1 - 278 MB | NPU
122
- | DeepLabXception | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.193 ms | 0 - 356 MB | NPU
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- | DeepLabXception | TFLITE | float | Snapdragon® 8 Elite Mobile | 12.379 ms | 0 - 355 MB | NPU
124
- | DeepLabXception | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.177 ms | 0 - 455 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 21.918 ms | 0 - 3 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® SA8775P | 30.651 ms | 0 - 343 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® SA8775P | 30.651 ms | 0 - 343 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® SA8775P | 30.651 ms | 0 - 343 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® SA7255P | 113.155 ms | 0 - 344 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 46.117 ms | 0 - 452 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® SA8295P | 38.739 ms | 0 - 336 MB | NPU
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- | DeepLabXception | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.379 ms | 0 - 355 MB | NPU
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- | DeepLabXception | TFLITE | float | Qualcomm® QCS9075 | 35.101 ms | 0 - 93 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.88 ms | 0 - 283 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 3.939 ms | 0 - 270 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.96 ms | 0 - 367 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS6490 | 31.95 ms | 0 - 58 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 6.976 ms | 0 - 4 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8775P | 7.281 ms | 0 - 285 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8775P | 7.281 ms | 0 - 285 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8775P | 7.281 ms | 0 - 285 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.223 ms | 0 - 265 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCM6690 | 123.747 ms | 0 - 292 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS9075 | 7.486 ms | 0 - 47 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.939 ms | 0 - 270 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 12.283 ms | 0 - 353 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA7255P | 19.018 ms | 0 - 283 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8295P | 11.647 ms | 0 - 275 MB | NPU
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- | DeepLabXception | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.223 ms | 0 - 265 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 |
30
  |---|---|---|---|---|
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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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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
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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
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+ | 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
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+ | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS8750 | 4.218 ms | 0 - 288 MB | NPU
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+ | DeepLabXception | ONNX | w8a8 | Qualcomm® QCS7181 | 7.766 ms | 180 - 180 MB | NPU
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+ | 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
91
+ | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 15.988 ms | 0 - 355 MB | NPU
92
+ | 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
96
+ | DeepLabXception | QNN_DLC | float | Qualcomm® SA8255P | 30.622 ms | 2 - 245 MB | NPU
97
+ | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 46.541 ms | 0 - 351 MB | NPU
98
+ | 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
100
+ | 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
102
+ | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8750 | 12.283 ms | 1 - 252 MB | NPU
103
+ | 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
106
+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X Elite | 8.625 ms | 1 - 1 MB | NPU
107
+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.574 ms | 0 - 371 MB | NPU
108
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 33.784 ms | 3 - 5 MB | NPU
109
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 20.382 ms | 1 - 283 MB | NPU
110
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.907 ms | 0 - 11 MB | NPU
111
+ | 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
114
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.382 ms | 1 - 283 MB | NPU
115
+ | 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
117
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 93.48 ms | 1 - 302 MB | NPU
118
+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.368 ms | 1 - 290 MB | NPU
119
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 8.636 ms | 1 - 3 MB | NPU
120
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 13.99 ms | 1 - 365 MB | NPU
121
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 12.592 ms | 1 - 277 MB | NPU
122
+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 4.368 ms | 1 - 290 MB | NPU
123
+ | 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
128
+ | DeepLabXception | TFLITE | float | Qualcomm® SA8775P | 30.649 ms | 0 - 343 MB | NPU
129
+ | DeepLabXception | TFLITE | float | Qualcomm® SA8650P | 30.649 ms | 0 - 343 MB | NPU
130
+ | DeepLabXception | TFLITE | float | Qualcomm® SA8255P | 30.649 ms | 0 - 343 MB | NPU
131
+ | DeepLabXception | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 46.291 ms | 1 - 450 MB | NPU
132
+ | DeepLabXception | TFLITE | float | Qualcomm® SA8295P | 38.743 ms | 0 - 337 MB | NPU
133
+ | DeepLabXception | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.21 ms | 0 - 354 MB | NPU
134
+ | DeepLabXception | TFLITE | float | Qualcomm® SA7255P | 113.172 ms | 1 - 343 MB | NPU
135
+ | DeepLabXception | TFLITE | float | Qualcomm® QCS9075 | 35.891 ms | 0 - 93 MB | NPU
136
+ | DeepLabXception | TFLITE | float | Qualcomm® QCS8750 | 12.21 ms | 0 - 354 MB | NPU
137
+ | DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.878 ms | 0 - 286 MB | NPU
138
+ | DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.99 ms | 0 - 368 MB | NPU
139
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS6490 | 31.633 ms | 0 - 58 MB | NPU
140
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8275 | 19.009 ms | 0 - 284 MB | NPU
141
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 6.964 ms | 0 - 3 MB | NPU
142
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8775P | 7.257 ms | 0 - 285 MB | NPU
143
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8650P | 7.257 ms | 0 - 285 MB | NPU
144
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8255P | 7.257 ms | 0 - 285 MB | NPU
145
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA7255P | 19.009 ms | 0 - 284 MB | NPU
146
+ | DeepLabXception | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.504 ms | 0 - 266 MB | NPU
147
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8295P | 11.633 ms | 0 - 275 MB | NPU
148
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCM6690 | 92.842 ms | 0 - 292 MB | NPU
149
+ | DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.906 ms | 0 - 269 MB | NPU
150
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS9075 | 7.47 ms | 0 - 47 MB | NPU
151
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 11.979 ms | 0 - 359 MB | NPU
152
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS7790 | 11.504 ms | 0 - 266 MB | NPU
153
+ | DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8750 | 3.906 ms | 0 - 269 MB | NPU
154
 
155
  ## License
156
  * The license for the original implementation of DeepLabXception can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "version": "0.54.0",
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  "precisions": {
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  "universal_assets": {
@@ -8,20 +8,20 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.54.0/deeplab_xception-tflite-w8a8.zip"
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.54.0/deeplab_xception-qnn_dlc-w8a8.zip"
18
  },
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  "onnx": {
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  "tool_versions": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.54.0/deeplab_xception-onnx-w8a8.zip"
25
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26
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27
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@@ -32,20 +32,20 @@
32
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  "litert": "1.4.3"
34
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.54.0/deeplab_xception-tflite-float.zip"
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  "qnn_dlc": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.54.0/deeplab_xception-qnn_dlc-float.zip"
42
  },
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  "onnx": {
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  "tool_versions": {
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- "onnx_runtime": "1.24.3"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.54.0/deeplab_xception-onnx-float.zip"
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  "onnx": {
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