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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 +90 -90
  2. release_assets.json +11 -11
README.md CHANGED
@@ -27,12 +27,12 @@ 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/pspnet/releases/v0.55.0/pspnet-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/pspnet/releases/v0.55.0/pspnet-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/pspnet/releases/v0.55.0/pspnet-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/pspnet/releases/v0.55.0/pspnet-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/pspnet/releases/v0.55.0/pspnet-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/pspnet/releases/v0.55.0/pspnet-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[PSPNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/pspnet)**.
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@@ -61,90 +61,90 @@ See our repository for [PSPNet on GitHub](https://github.com/qualcomm/ai-hub-mod
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  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
- | PSPNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 325.371 ms | 275 - 1043 MB | NPU
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- | PSPNet | ONNX | float | Snapdragon® X2 Elite | 429.835 ms | 497 - 497 MB | NPU
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- | PSPNet | ONNX | float | Snapdragon® X Elite | 692.963 ms | 496 - 496 MB | NPU
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- | PSPNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 511.049 ms | 148 - 1068 MB | NPU
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- | PSPNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 603.998 ms | 128 - 289 MB | NPU
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- | PSPNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 337.749 ms | 238 - 987 MB | NPU
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- | PSPNet | ONNX | float | Qualcomm® QCS9075 | 1758.779 ms | 139 - 184 MB | NPU
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- | PSPNet | ONNX | float | Qualcomm® QCS8750 | 337.749 ms | 238 - 987 MB | NPU
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- | PSPNet | ONNX | float | Qualcomm® QCS7181 | 692.963 ms | 496 - 496 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 17.157 ms | 72 - 342 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® X2 Elite | 15.122 ms | 131 - 131 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® X Elite | 28.639 ms | 133 - 133 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 21.995 ms | 72 - 492 MB | NPU
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- | PSPNet | ONNX | w8a8 | Qualcomm® QCS6490 | 3430.903 ms | 204 - 283 MB | CPU
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- | PSPNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 30.172 ms | 64 - 147 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2610.165 ms | 64 - 76 MB | CPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 19.141 ms | 72 - 343 MB | NPU
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- | PSPNet | ONNX | w8a8 | Qualcomm® QCS9075 | 34.249 ms | 70 - 74 MB | NPU
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- | PSPNet | ONNX | w8a8 | Qualcomm® QCM6690 | 3282.281 ms | 53 - 64 MB | CPU
83
- | PSPNet | ONNX | w8a8 | Qualcomm® QCS7790 | 2610.165 ms | 64 - 76 MB | CPU
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- | PSPNet | ONNX | w8a8 | Qualcomm® QCS8750 | 19.141 ms | 72 - 343 MB | NPU
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- | PSPNet | ONNX | w8a8 | Qualcomm® QCS7181 | 28.639 ms | 133 - 133 MB | NPU
86
- | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 267.744 ms | 3 - 748 MB | NPU
87
- | PSPNet | QNN_DLC | float | Snapdragon® X2 Elite | 229.073 ms | 3 - 3 MB | NPU
88
- | PSPNet | QNN_DLC | float | Snapdragon® X Elite | 531.233 ms | 3 - 3 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 404.89 ms | 1 - 947 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS8275 | 1335.124 ms | 3 - 727 MB | NPU
91
- | PSPNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 591.296 ms | 3 - 21 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® SA8775P | 651.71 ms | 2 - 726 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® SA8650P | 651.71 ms | 2 - 726 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® SA8255P | 651.71 ms | 2 - 726 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1711.358 ms | 0 - 441 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® SA8295P | 700.728 ms | 0 - 326 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 300.675 ms | 0 - 724 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® SA7255P | 1335.124 ms | 3 - 727 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS9075 | 1761.605 ms | 3 - 135 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS8750 | 300.675 ms | 0 - 724 MB | NPU
101
- | PSPNet | QNN_DLC | float | Qualcomm® QCS7181 | 531.233 ms | 3 - 3 MB | NPU
102
- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.875 ms | 1 - 312 MB | NPU
103
- | PSPNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 14.42 ms | 1 - 1 MB | NPU
104
- | PSPNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 26.161 ms | 1 - 1 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.34 ms | 1 - 356 MB | NPU
106
- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 64.114 ms | 1 - 259 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 27.901 ms | 1 - 19 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 28.037 ms | 1 - 261 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 28.037 ms | 1 - 261 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 28.037 ms | 1 - 261 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 64.114 ms | 1 - 259 MB | NPU
112
- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 91.215 ms | 1 - 447 MB | NPU
113
- | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 38.509 ms | 1 - 262 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 18.25 ms | 1 - 232 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 32.032 ms | 1 - 35 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 38.644 ms | 0 - 352 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 91.215 ms | 1 - 447 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 18.25 ms | 1 - 232 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 26.161 ms | 1 - 1 MB | NPU
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- | PSPNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 324.12 ms | 128 - 961 MB | NPU
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- | PSPNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 514.959 ms | 126 - 1257 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS8275 | 1686.092 ms | 109 - 949 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 598.496 ms | 120 - 122 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® SA8775P | 646.602 ms | 128 - 952 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® SA8650P | 646.602 ms | 128 - 952 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® SA8255P | 646.602 ms | 128 - 952 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1583.889 ms | 90 - 688 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® SA8295P | 753.815 ms | 128 - 596 MB | NPU
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- | PSPNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 988.643 ms | 64 - 878 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® SA7255P | 1686.092 ms | 109 - 949 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS9075 | 1766.366 ms | 0 - 271 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS8750 | 988.643 ms | 64 - 878 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.414 ms | 32 - 316 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 22.438 ms | 30 - 409 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8275 | 3093.92 ms | 128 - 138 MB | CPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 30.091 ms | 30 - 34 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® SA8775P | 29.463 ms | 22 - 292 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® SA8650P | 29.463 ms | 22 - 292 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® SA8255P | 29.463 ms | 22 - 292 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® SA7255P | 3093.92 ms | 128 - 138 MB | CPU
141
- | PSPNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 105.192 ms | 32 - 429 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® SA8295P | 39.324 ms | 32 - 304 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 18.682 ms | 27 - 273 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 32.588 ms | 32 - 131 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 40.728 ms | 32 - 413 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS7790 | 105.192 ms | 32 - 429 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8750 | 18.682 ms | 27 - 273 MB | NPU
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  ## License
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  * The license for the original implementation of PSPNet can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | 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/pspnet/releases/v0.56.0/pspnet-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/pspnet/releases/v0.56.0/pspnet-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/pspnet/releases/v0.56.0/pspnet-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/pspnet/releases/v0.56.0/pspnet-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/pspnet/releases/v0.56.0/pspnet-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/pspnet/releases/v0.56.0/pspnet-tflite-w8a8.zip)
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37
  For more device-specific assets and performance metrics, visit **[PSPNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/pspnet)**.
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61
  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
+ | PSPNet | ONNX | float | Snapdragon® X2 Elite | 446.325 ms | 496 - 496 MB | NPU
65
+ | PSPNet | ONNX | float | Snapdragon® X Elite | 694.881 ms | 498 - 498 MB | NPU
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+ | PSPNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 505.453 ms | 148 - 1119 MB | NPU
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+ | PSPNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1705.101 ms | 54 - 493 MB | NPU
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+ | PSPNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 587.658 ms | 6 - 170 MB | NPU
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+ | PSPNet | ONNX | float | Qualcomm® QCS8450 | 1705.101 ms | 54 - 493 MB | NPU
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+ | PSPNet | ONNX | float | Snapdragon® 8 Elite Mobile | 337.39 ms | 256 - 1014 MB | NPU
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+ | PSPNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 319.761 ms | 273 - 1056 MB | NPU
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+ | PSPNet | ONNX | float | Qualcomm® QCS9075 | 1764.712 ms | 11 - 56 MB | NPU
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+ | PSPNet | ONNX | float | Qualcomm® QCS8750 | 337.39 ms | 256 - 1014 MB | NPU
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+ | PSPNet | ONNX | float | Qualcomm® QCS7181 | 694.881 ms | 498 - 498 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® X2 Elite | 15.061 ms | 212 - 212 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® X Elite | 28.03 ms | 148 - 148 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 21.732 ms | 71 - 476 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 41.091 ms | 69 - 462 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 28.752 ms | 28 - 150 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® QCS8450 | 41.091 ms | 69 - 462 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.636 ms | 73 - 410 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 93.782 ms | 69 - 607 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® QCS9075 | 33.674 ms | 73 - 118 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 19.088 ms | 72 - 340 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® QCS7790 | 93.782 ms | 69 - 607 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® QCS8750 | 19.088 ms | 72 - 340 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® QCS7181 | 28.03 ms | 148 - 148 MB | NPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® X2 Elite | 228.176 ms | 3 - 3 MB | NPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® X Elite | 532.47 ms | 3 - 3 MB | NPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 401.396 ms | 1 - 950 MB | NPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1703.918 ms | 0 - 438 MB | NPU
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+ | PSPNet | QNN_DLC | float | Qualcomm® QCS8275 | 1330.552 ms | 2 - 727 MB | NPU
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+ | PSPNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 593.111 ms | 3 - 5 MB | NPU
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+ | PSPNet | QNN_DLC | float | Qualcomm® QCS8450 | 1703.918 ms | 0 - 438 MB | NPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 302.172 ms | 0 - 724 MB | NPU
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+ | PSPNet | QNN_DLC | float | Qualcomm® SA8295P | 701.273 ms | 3 - 329 MB | NPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 267.5 ms | 3 - 757 MB | NPU
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+ | PSPNet | QNN_DLC | float | Qualcomm® SA7255P | 1330.552 ms | 2 - 727 MB | NPU
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+ | PSPNet | QNN_DLC | float | Qualcomm® QCS9075 | 1762.009 ms | 3 - 135 MB | NPU
100
+ | PSPNet | QNN_DLC | float | Qualcomm® QCS8750 | 302.172 ms | 0 - 724 MB | NPU
101
+ | PSPNet | QNN_DLC | float | Qualcomm® QCS7181 | 532.47 ms | 3 - 3 MB | NPU
102
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 14.478 ms | 1 - 1 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 26.211 ms | 1 - 1 MB | NPU
104
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.884 ms | 1 - 355 MB | NPU
105
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 37.574 ms | 0 - 354 MB | NPU
106
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 63.868 ms | 1 - 260 MB | NPU
107
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 28.243 ms | 1 - 3 MB | NPU
108
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 37.574 ms | 0 - 354 MB | NPU
109
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.169 ms | 1 - 312 MB | NPU
110
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 91.633 ms | 1 - 436 MB | NPU
111
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 31.773 ms | 1 - 35 MB | NPU
112
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 63.868 ms | 1 - 260 MB | NPU
113
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 18.01 ms | 1 - 230 MB | NPU
114
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 38.501 ms | 1 - 263 MB | NPU
115
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 91.633 ms | 1 - 436 MB | NPU
116
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 18.01 ms | 1 - 230 MB | NPU
117
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 26.211 ms | 1 - 1 MB | NPU
118
+ | PSPNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 405.838 ms | 128 - 1128 MB | NPU
119
+ | PSPNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1506.433 ms | 62 - 612 MB | NPU
120
+ | PSPNet | TFLITE | float | Qualcomm® QCS8275 | 1327.673 ms | 121 - 894 MB | NPU
121
+ | PSPNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 597.704 ms | 128 - 131 MB | NPU
122
+ | PSPNet | TFLITE | float | Qualcomm® SA8775P | 7305.793 ms | 363 - 373 MB | CPU
123
+ | PSPNet | TFLITE | float | Qualcomm® SA8650P | 7305.793 ms | 363 - 373 MB | CPU
124
+ | PSPNet | TFLITE | float | Qualcomm® SA8255P | 7305.793 ms | 363 - 373 MB | CPU
125
+ | PSPNet | TFLITE | float | Qualcomm® QCS8450 | 1506.433 ms | 62 - 612 MB | NPU
126
+ | PSPNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 300.002 ms | 128 - 903 MB | NPU
127
+ | PSPNet | TFLITE | float | Qualcomm® SA8295P | 752.392 ms | 128 - 557 MB | NPU
128
+ | PSPNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 267.691 ms | 128 - 929 MB | NPU
129
+ | PSPNet | TFLITE | float | Qualcomm® SA7255P | 1327.673 ms | 121 - 894 MB | NPU
130
+ | PSPNet | TFLITE | float | Qualcomm® QCS9075 | 1760.848 ms | 68 - 339 MB | NPU
131
+ | PSPNet | TFLITE | float | Qualcomm® QCS8750 | 300.002 ms | 128 - 903 MB | NPU
132
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.56 ms | 0 - 357 MB | NPU
133
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 37.014 ms | 34 - 389 MB | NPU
134
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8275 | 63.825 ms | 32 - 283 MB | NPU
135
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 27.568 ms | 32 - 34 MB | NPU
136
+ | PSPNet | TFLITE | w8a8 | Qualcomm® SA8775P | 2042.314 ms | 93 - 104 MB | CPU
137
+ | PSPNet | TFLITE | w8a8 | Qualcomm® SA8650P | 2042.314 ms | 93 - 104 MB | CPU
138
+ | PSPNet | TFLITE | w8a8 | Qualcomm® SA8255P | 2042.314 ms | 93 - 104 MB | CPU
139
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 37.014 ms | 34 - 389 MB | NPU
140
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.125 ms | 32 - 316 MB | NPU
141
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 90.411 ms | 32 - 447 MB | NPU
142
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 41.107 ms | 32 - 132 MB | NPU
143
+ | PSPNet | TFLITE | w8a8 | Qualcomm® SA7255P | 63.825 ms | 32 - 283 MB | NPU
144
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 18.112 ms | 30 - 268 MB | NPU
145
+ | PSPNet | TFLITE | w8a8 | Qualcomm® SA8295P | 38.199 ms | 32 - 286 MB | NPU
146
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS7790 | 90.411 ms | 32 - 447 MB | NPU
147
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8750 | 18.112 ms | 30 - 268 MB | NPU
148
 
149
  ## License
150
  * The license for the original implementation of PSPNet can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
1
  {
2
- "version": "0.55.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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- "litert": "1.4.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.55.0/pspnet-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.55.0/pspnet-qnn_dlc-float.zip"
18
  },
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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": "1.25.0"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.55.0/pspnet-onnx-float.zip"
25
  }
26
  }
27
  },
@@ -30,22 +30,22 @@
30
  "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
- "litert": "1.4.3"
34
  },
35
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.55.0/pspnet-tflite-w8a8.zip"
36
  },
37
  "qnn_dlc": {
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  "tool_versions": {
39
  "qairt": "2.45.0.260326154327"
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  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.55.0/pspnet-qnn_dlc-w8a8.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
- "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.25.0"
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  },
48
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.55.0/pspnet-onnx-w8a8.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.56.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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+ "litert": "1.4.4"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.56.0/pspnet-tflite-float.zip"
12
  },
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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/pspnet/releases/v0.56.0/pspnet-qnn_dlc-float.zip"
18
  },
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  "onnx": {
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  "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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  "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.56.0/pspnet-onnx-float.zip"
25
  }
26
  }
27
  },
 
30
  "tflite": {
31
  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
33
+ "litert": "1.4.4"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.56.0/pspnet-tflite-w8a8.zip"
36
  },
37
  "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/pspnet/releases/v0.56.0/pspnet-qnn_dlc-w8a8.zip"
42
  },
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  "onnx": {
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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/pspnet/releases/v0.56.0/pspnet-onnx-w8a8.zip"
49
  }
50
  }
51
  }