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DeepLabXception

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v0.52.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (2) hide show
  1. README.md +33 -33
  2. release_assets.json +7 -7
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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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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@@ -80,33 +80,33 @@ See our repository for [DeepLabXception on GitHub](https://github.com/qualcomm/a
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  | DeepLabXception | ONNX | w8a8 | Qualcomm® QCM6690 | 243.471 ms | 117 - 129 MB | CPU
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  | DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.212 ms | 0 - 280 MB | NPU
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  | DeepLabXception | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 229.688 ms | 90 - 103 MB | CPU
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- | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.541 ms | 3 - 256 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Snapdragon® X2 Elite | 11.507 ms | 3 - 3 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Snapdragon® X Elite | 22.879 ms | 3 - 3 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.0 ms | 0 - 354 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 112.916 ms | 1 - 245 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 21.968 ms | 3 - 6 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® SA8775P | 30.636 ms | 0 - 244 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® QCS9075 | 36.194 ms | 3 - 8 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 45.884 ms | 0 - 352 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® SA7255P | 112.916 ms | 1 - 245 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Qualcomm® SA8295P | 39.109 ms | 0 - 240 MB | NPU
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- | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.185 ms | 3 - 253 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.249 ms | 1 - 280 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.857 ms | 1 - 1 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X Elite | 8.506 ms | 1 - 1 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.578 ms | 1 - 371 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 33.881 ms | 0 - 3 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.355 ms | 1 - 282 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 | 8.061 ms | 1 - 285 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 8.61 ms | 1 - 3 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 93.437 ms | 1 - 304 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 13.883 ms | 1 - 367 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.355 ms | 1 - 282 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA8295P | 12.733 ms | 1 - 279 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.363 ms | 1 - 289 MB | NPU
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- | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.814 ms | 1 - 278 MB | NPU
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  | DeepLabXception | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.188 ms | 0 - 357 MB | NPU
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  | DeepLabXception | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.193 ms | 0 - 455 MB | NPU
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  | DeepLabXception | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 113.123 ms | 0 - 343 MB | NPU
 
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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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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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  | DeepLabXception | ONNX | w8a8 | Qualcomm® QCM6690 | 243.471 ms | 117 - 129 MB | CPU
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  | DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.212 ms | 0 - 280 MB | NPU
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  | DeepLabXception | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 229.688 ms | 90 - 103 MB | CPU
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+ | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.538 ms | 3 - 256 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Snapdragon® X2 Elite | 11.531 ms | 3 - 3 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Snapdragon® X Elite | 22.866 ms | 3 - 3 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.073 ms | 0 - 355 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 112.912 ms | 1 - 245 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 22.124 ms | 3 - 4 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Qualcomm® SA8775P | 30.612 ms | 1 - 245 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Qualcomm® QCS9075 | 35.912 ms | 3 - 8 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 45.848 ms | 0 - 352 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Qualcomm® SA7255P | 112.912 ms | 1 - 245 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Qualcomm® SA8295P | 39.128 ms | 0 - 241 MB | NPU
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+ | DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.19 ms | 0 - 251 MB | NPU
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+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.242 ms | 1 - 280 MB | NPU
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+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.873 ms | 1 - 1 MB | NPU
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+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X Elite | 8.525 ms | 1 - 1 MB | NPU
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+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.55 ms | 1 - 369 MB | NPU
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+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 33.692 ms | 1 - 3 MB | NPU
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+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.37 ms | 1 - 282 MB | NPU
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+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.915 ms | 1 - 3 MB | NPU
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+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA8775P | 8.024 ms | 1 - 285 MB | NPU
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+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 8.62 ms | 3 - 5 MB | NPU
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+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 94.033 ms | 1 - 304 MB | NPU
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+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 13.928 ms | 1 - 367 MB | NPU
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+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.37 ms | 1 - 282 MB | NPU
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+ | DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA8295P | 12.732 ms | 0 - 278 MB | NPU
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+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.347 ms | 1 - 290 MB | NPU
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+ | DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.458 ms | 1 - 278 MB | NPU
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  | DeepLabXception | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.188 ms | 0 - 357 MB | NPU
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  | DeepLabXception | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.193 ms | 0 - 455 MB | NPU
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  | DeepLabXception | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 113.123 ms | 0 - 343 MB | NPU
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "version": "0.51.0",
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  "precisions": {
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  "w8a8": {
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  "universal_assets": {
@@ -8,20 +8,20 @@
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.2"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.51.0/deeplab_xception-tflite-w8a8.zip"
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  },
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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/v0.51.0/deeplab_xception-qnn_dlc-w8a8.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.51.0/deeplab_xception-onnx-w8a8.zip"
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  }
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  }
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  },
@@ -32,20 +32,20 @@
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.2"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.51.0/deeplab_xception-tflite-float.zip"
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  },
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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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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.51.0/deeplab_xception-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.51.0/deeplab_xception-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.52.0",
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  "precisions": {
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  "w8a8": {
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  "universal_assets": {
 
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.2"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.52.0/deeplab_xception-tflite-w8a8.zip"
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  },
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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/v0.52.0/deeplab_xception-qnn_dlc-w8a8.zip"
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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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/v0.52.0/deeplab_xception-onnx-w8a8.zip"
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  }
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  },
 
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.2"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.52.0/deeplab_xception-tflite-float.zip"
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  },
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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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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.52.0/deeplab_xception-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.52.0/deeplab_xception-onnx-float.zip"
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  }
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  }
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  }