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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 +90 -86
  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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.54.0/pspnet-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/pspnet/releases/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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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@@ -61,86 +61,90 @@ See our repository for [PSPNet on GitHub](https://github.com/qualcomm/ai-hub-mod
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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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- | PSPNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 321.368 ms | 239 - 1007 MB | NPU
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- | PSPNet | ONNX | float | Snapdragon® 8 Elite Mobile | 335.615 ms | 275 - 995 MB | NPU
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- | PSPNet | ONNX | float | Snapdragon® X2 Elite | 429.747 ms | 265 - 265 MB | NPU
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- | PSPNet | ONNX | float | Snapdragon® X Elite | 696.139 ms | 529 - 529 MB | NPU
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- | PSPNet | ONNX | float | Snapdragon® X Elite | 696.139 ms | 529 - 529 MB | NPU
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- | PSPNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 508.053 ms | 147 - 1063 MB | NPU
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- | PSPNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 604.294 ms | 0 - 322 MB | NPU
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- | PSPNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 335.615 ms | 275 - 995 MB | NPU
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- | PSPNet | ONNX | float | Qualcomm® QCS9075 | 1755.826 ms | 80 - 86 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.879 ms | 52 - 320 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 19.121 ms | 69 - 338 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® X2 Elite | 15.19 ms | 131 - 131 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® X Elite | 28.774 ms | 133 - 133 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® X Elite | 28.774 ms | 133 - 133 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 22.145 ms | 69 - 490 MB | NPU
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- | PSPNet | ONNX | w8a8 | Qualcomm® QCS6490 | 3312.591 ms | 205 - 284 MB | CPU
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- | PSPNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 30.284 ms | 64 - 278 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2621.081 ms | 57 - 69 MB | CPU
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- | PSPNet | ONNX | w8a8 | Qualcomm® QCM6690 | 3291.834 ms | 55 - 66 MB | CPU
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- | PSPNet | ONNX | w8a8 | Qualcomm® QCS9075 | 34.17 ms | 70 - 73 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 19.121 ms | 69 - 338 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2621.081 ms | 57 - 69 MB | CPU
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- | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 269.904 ms | 3 - 748 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 303.244 ms | 0 - 726 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® X2 Elite | 228.278 ms | 3 - 3 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® X Elite | 530.312 ms | 3 - 3 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® X Elite | 530.312 ms | 3 - 3 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 401.137 ms | 0 - 950 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 591.197 ms | 0 - 8 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® SA8775P | 650.729 ms | 2 - 725 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® SA8775P | 650.729 ms | 2 - 725 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® SA8775P | 650.729 ms | 2 - 725 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® SA7255P | 1334.059 ms | 0 - 724 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1703.448 ms | 0 - 440 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® SA8295P | 699.89 ms | 3 - 329 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 303.244 ms | 0 - 726 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS9075 | 1763.957 ms | 3 - 135 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.408 ms | 1 - 310 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 18.047 ms | 1 - 233 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 14.416 ms | 1 - 1 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 26.128 ms | 1 - 1 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 26.128 ms | 1 - 1 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.423 ms | 0 - 356 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 28.187 ms | 1 - 3 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 28.074 ms | 1 - 261 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 28.074 ms | 1 - 261 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 28.074 ms | 1 - 261 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 90.942 ms | 1 - 446 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 31.998 ms | 1 - 35 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 18.047 ms | 1 - 233 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 37.652 ms | 1 - 352 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 63.73 ms | 1 - 259 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 38.419 ms | 1 - 262 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 90.942 ms | 1 - 446 MB | NPU
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- | PSPNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 271.382 ms | 128 - 912 MB | NPU
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- | PSPNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 302.326 ms | 127 - 904 MB | NPU
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- | PSPNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 405.485 ms | 127 - 1124 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 592.371 ms | 120 - 124 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® SA8775P | 653.984 ms | 128 - 901 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® SA8775P | 653.984 ms | 128 - 901 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® SA8775P | 653.984 ms | 128 - 901 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® SA7255P | 1328.645 ms | 115 - 888 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1509.154 ms | 91 - 641 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® SA8295P | 752.413 ms | 128 - 557 MB | NPU
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- | PSPNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 302.326 ms | 127 - 904 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS9075 | 1764.985 ms | 0 - 271 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.015 ms | 32 - 311 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 18.149 ms | 32 - 270 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.811 ms | 32 - 389 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 28.665 ms | 32 - 34 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® SA8775P | 27.84 ms | 32 - 282 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® SA8775P | 27.84 ms | 32 - 282 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® SA8775P | 27.84 ms | 32 - 282 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 91.251 ms | 32 - 441 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 41.172 ms | 32 - 132 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 18.149 ms | 32 - 270 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 36.814 ms | 32 - 387 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® SA7255P | 64.182 ms | 32 - 282 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® SA8295P | 38.258 ms | 32 - 285 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 91.251 ms | 32 - 441 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 |
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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
  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
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+ | 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
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+ | 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
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+ | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 267.744 ms | 3 - 748 MB | NPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® X2 Elite | 229.073 ms | 3 - 3 MB | NPU
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+ | 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
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+ | 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
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+ | PSPNet | QNN_DLC | float | Qualcomm® QCS7181 | 531.233 ms | 3 - 3 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.875 ms | 1 - 312 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 14.42 ms | 1 - 1 MB | NPU
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+ | 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
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+ | 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
109
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 28.037 ms | 1 - 261 MB | NPU
110
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 28.037 ms | 1 - 261 MB | NPU
111
+ | 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
114
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 18.25 ms | 1 - 232 MB | NPU
115
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 32.032 ms | 1 - 35 MB | NPU
116
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 38.644 ms | 0 - 352 MB | NPU
117
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 91.215 ms | 1 - 447 MB | NPU
118
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 18.25 ms | 1 - 232 MB | NPU
119
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 26.161 ms | 1 - 1 MB | NPU
120
+ | PSPNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 324.12 ms | 128 - 961 MB | NPU
121
+ | PSPNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 514.959 ms | 126 - 1257 MB | NPU
122
+ | PSPNet | TFLITE | float | Qualcomm® QCS8275 | 1686.092 ms | 109 - 949 MB | NPU
123
+ | PSPNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 598.496 ms | 120 - 122 MB | NPU
124
+ | PSPNet | TFLITE | float | Qualcomm® SA8775P | 646.602 ms | 128 - 952 MB | NPU
125
+ | PSPNet | TFLITE | float | Qualcomm® SA8650P | 646.602 ms | 128 - 952 MB | NPU
126
+ | PSPNet | TFLITE | float | Qualcomm® SA8255P | 646.602 ms | 128 - 952 MB | NPU
127
+ | PSPNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1583.889 ms | 90 - 688 MB | NPU
128
+ | PSPNet | TFLITE | float | Qualcomm® SA8295P | 753.815 ms | 128 - 596 MB | NPU
129
+ | PSPNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 988.643 ms | 64 - 878 MB | NPU
130
+ | PSPNet | TFLITE | float | Qualcomm® SA7255P | 1686.092 ms | 109 - 949 MB | NPU
131
+ | PSPNet | TFLITE | float | Qualcomm® QCS9075 | 1766.366 ms | 0 - 271 MB | NPU
132
+ | PSPNet | TFLITE | float | Qualcomm® QCS8750 | 988.643 ms | 64 - 878 MB | NPU
133
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.414 ms | 32 - 316 MB | NPU
134
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 22.438 ms | 30 - 409 MB | NPU
135
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8275 | 3093.92 ms | 128 - 138 MB | CPU
136
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 30.091 ms | 30 - 34 MB | NPU
137
+ | PSPNet | TFLITE | w8a8 | Qualcomm® SA8775P | 29.463 ms | 22 - 292 MB | NPU
138
+ | PSPNet | TFLITE | w8a8 | Qualcomm® SA8650P | 29.463 ms | 22 - 292 MB | NPU
139
+ | PSPNet | TFLITE | w8a8 | Qualcomm® SA8255P | 29.463 ms | 22 - 292 MB | NPU
140
+ | 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
142
+ | PSPNet | TFLITE | w8a8 | Qualcomm® SA8295P | 39.324 ms | 32 - 304 MB | NPU
143
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 18.682 ms | 27 - 273 MB | NPU
144
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 32.588 ms | 32 - 131 MB | NPU
145
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 40.728 ms | 32 - 413 MB | NPU
146
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS7790 | 105.192 ms | 32 - 429 MB | NPU
147
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8750 | 18.682 ms | 27 - 273 MB | NPU
148
 
149
  ## License
150
  * The license for the original implementation of PSPNet can be found
release_assets.json CHANGED
@@ -1,51 +1,51 @@
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  {
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- "version": "0.54.0",
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  "precisions": {
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- "w8a8": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.54.0/pspnet-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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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.54.0/pspnet-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/pspnet/releases/v0.54.0/pspnet-onnx-w8a8.zip"
25
  }
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- "float": {
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  "universal_assets": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.54.0/pspnet-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/pspnet/releases/v0.54.0/pspnet-qnn_dlc-float.zip"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.54.0/pspnet-onnx-float.zip"
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  {
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+ "version": "0.55.0",
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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"
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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/pspnet/releases/v0.55.0/pspnet-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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+ "onnx_runtime": "1.25.0"
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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"
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  }
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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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+ "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"
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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/pspnet/releases/v0.55.0/pspnet-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": "1.25.0"
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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-w8a8.zip"
49
  }
50
  }
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  }