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v0.50.2

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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +57 -54
  2. release_assets.json +1 -1
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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.1/pspnet-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.1/pspnet-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.1/pspnet-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.1/pspnet-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.1/pspnet-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.1/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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@@ -61,54 +61,57 @@ 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
  |---|---|---|---|---|---|---
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- | PSPNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 323.654 ms | 233 - 1001 MB | NPU
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- | PSPNet | ONNX | float | Snapdragon® X2 Elite | 427.869 ms | 266 - 266 MB | NPU
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- | PSPNet | ONNX | float | Snapdragon® X Elite | 695.005 ms | 529 - 529 MB | NPU
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- | PSPNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 506.756 ms | 136 - 1053 MB | NPU
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- | PSPNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 602.812 ms | 195 - 199 MB | NPU
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- | PSPNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 333.199 ms | 246 - 1003 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.884 ms | 72 - 340 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® X2 Elite | 15.251 ms | 131 - 131 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® X Elite | 28.661 ms | 133 - 133 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 22.334 ms | 72 - 494 MB | NPU
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- | PSPNet | ONNX | w8a8 | Qualcomm® QCS6490 | 3318.926 ms | 196 - 276 MB | CPU
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- | PSPNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 29.465 ms | 64 - 576 MB | NPU
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- | PSPNet | ONNX | w8a8 | Qualcomm® QCS9075 | 34.444 ms | 70 - 74 MB | NPU
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- | PSPNet | ONNX | w8a8 | Qualcomm® QCM6690 | 3277.178 ms | 95 - 110 MB | CPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 19.038 ms | 72 - 343 MB | NPU
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- | PSPNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2589.577 ms | 50 - 62 MB | CPU
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- | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 269.084 ms | 3 - 741 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® X2 Elite | 229.121 ms | 3 - 3 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® X Elite | 545.535 ms | 3 - 3 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 623.685 ms | 0 - 874 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1863.358 ms | 2 - 722 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 608.77 ms | 3 - 5 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1689.881 ms | 0 - 431 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 301.937 ms | 0 - 718 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.214 ms | 1 - 239 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 14.344 ms | 1 - 1 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 26.117 ms | 1 - 1 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.679 ms | 1 - 365 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 63.897 ms | 1 - 263 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 27.013 ms | 0 - 9 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 31.865 ms | 0 - 34 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 36.677 ms | 1 - 358 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 18.068 ms | 1 - 234 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 91.895 ms | 1 - 458 MB | NPU
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- | PSPNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 326.397 ms | 128 - 965 MB | NPU
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- | PSPNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 528.08 ms | 0 - 1049 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 1688.514 ms | 124 - 958 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 619.017 ms | 128 - 131 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1563.118 ms | 125 - 698 MB | NPU
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- | PSPNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 974.903 ms | 128 - 884 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 17.665 ms | 32 - 284 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.587 ms | 30 - 427 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 74.606 ms | 32 - 304 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 34.862 ms | 32 - 35 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 38.16 ms | 32 - 131 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 55.328 ms | 32 - 417 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 22.633 ms | 32 - 286 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 356.021 ms | 384 - 904 MB | NPU
 
 
 
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  ## License
114
  * The license for the original implementation of PSPNet can be found
 
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28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | 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/v0.50.2/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/v0.50.2/pspnet-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/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
  |---|---|---|---|---|---|---
64
+ | PSPNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 323.881 ms | 237 - 1004 MB | NPU
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+ | PSPNet | ONNX | float | Snapdragon® X2 Elite | 428.119 ms | 266 - 266 MB | NPU
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+ | PSPNet | ONNX | float | Snapdragon® X Elite | 697.352 ms | 529 - 529 MB | NPU
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+ | PSPNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 512.477 ms | 0 - 916 MB | NPU
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+ | PSPNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 603.61 ms | 128 - 289 MB | NPU
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+ | PSPNet | ONNX | float | Qualcomm® QCS9075 | 1759.332 ms | 8 - 13 MB | NPU
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+ | PSPNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 334.737 ms | 247 - 1004 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 17.309 ms | 73 - 340 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® X2 Elite | 15.303 ms | 131 - 131 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® X Elite | 28.655 ms | 133 - 133 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 21.853 ms | 71 - 493 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® QCS6490 | 3462.983 ms | 203 - 282 MB | CPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 29.504 ms | 64 - 147 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® QCS9075 | 34.109 ms | 70 - 74 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® QCM6690 | 3036.562 ms | 72 - 83 MB | CPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 19.166 ms | 68 - 335 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2638.982 ms | 52 - 63 MB | CPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 270.754 ms | 3 - 742 MB | NPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® X2 Elite | 229.112 ms | 3 - 3 MB | NPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® X Elite | 545.415 ms | 3 - 3 MB | NPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 623.937 ms | 0 - 873 MB | NPU
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+ | PSPNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1869.395 ms | 2 - 722 MB | NPU
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+ | PSPNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 602.875 ms | 0 - 29 MB | NPU
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+ | PSPNet | QNN_DLC | float | Qualcomm® QCS9075 | 1754.111 ms | 3 - 135 MB | NPU
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+ | PSPNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1693.991 ms | 4 - 436 MB | NPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 302.683 ms | 0 - 716 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.229 ms | 1 - 238 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 14.409 ms | 1 - 1 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 26.029 ms | 1 - 1 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.539 ms | 1 - 363 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 63.746 ms | 1 - 263 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 26.807 ms | 1 - 4 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 32.074 ms | 1 - 35 MB | NPU
97
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 36.785 ms | 0 - 359 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 18.029 ms | 1 - 230 MB | NPU
99
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 92.414 ms | 1 - 458 MB | NPU
100
+ | PSPNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 328.56 ms | 128 - 965 MB | NPU
101
+ | PSPNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 531.762 ms | 127 - 1181 MB | NPU
102
+ | PSPNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 1684.617 ms | 102 - 937 MB | NPU
103
+ | PSPNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 616.78 ms | 128 - 131 MB | NPU
104
+ | PSPNet | TFLITE | float | Qualcomm® QCS9075 | 1759.888 ms | 0 - 272 MB | NPU
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+ | PSPNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1577.73 ms | 0 - 573 MB | NPU
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+ | PSPNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 979.912 ms | 128 - 884 MB | NPU
107
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 17.4 ms | 32 - 287 MB | NPU
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+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 27.222 ms | 32 - 423 MB | NPU
109
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 74.363 ms | 32 - 305 MB | NPU
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+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 35.063 ms | 32 - 35 MB | NPU
111
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 37.657 ms | 32 - 131 MB | NPU
112
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 53.752 ms | 32 - 421 MB | NPU
113
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 22.731 ms | 32 - 283 MB | NPU
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+ | PSPNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 370.171 ms | 358 - 879 MB | NPU
115
 
116
  ## License
117
  * The license for the original implementation of PSPNet can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- {"version":"0.50.1","precisions":{"w8a8":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.1/pspnet-tflite-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.1/pspnet-qnn_dlc-w8a8.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.1/pspnet-onnx-w8a8.zip"}}},"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.1/pspnet-tflite-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.1/pspnet-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.1/pspnet-onnx-float.zip"}}}}}
 
1
+ {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-tflite-float.zip"}}},"w8a8":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-onnx-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-qnn_dlc-w8a8.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-tflite-w8a8.zip"}}}}}