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PSPNet

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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 +9 -9
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 |
29
  |---|---|---|---|---|
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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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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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@@ -78,25 +78,25 @@ See our repository for [PSPNet on GitHub](https://github.com/qualcomm/ai-hub-mod
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  | PSPNet | ONNX | w8a8 | Qualcomm® QCM6690 | 3282.281 ms | 53 - 64 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 | Snapdragon® 7 Gen 4 Mobile | 2610.165 ms | 64 - 76 MB | CPU
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- | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 269.515 ms | 7 - 752 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® X2 Elite | 228.12 ms | 3 - 3 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® X Elite | 530.704 ms | 3 - 3 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 405.562 ms | 0 - 945 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1330.613 ms | 2 - 725 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 589.618 ms | 3 - 13 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS9075 | 1760.21 ms | 3 - 135 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1700.398 ms | 0 - 441 MB | NPU
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- | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 302.547 ms | 0 - 725 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.395 ms | 1 - 310 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 14.501 ms | 1 - 1 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 26.163 ms | 1 - 1 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.357 ms | 1 - 357 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 63.842 ms | 1 - 259 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 28.87 ms | 1 - 11 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 31.865 ms | 1 - 35 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 37.388 ms | 1 - 352 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 18.074 ms | 1 - 229 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 90.511 ms | 1 - 417 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 (Proxy) | 1686.092 ms | 109 - 949 MB | NPU
@@ -104,14 +104,14 @@ See our repository for [PSPNet on GitHub](https://github.com/qualcomm/ai-hub-mod
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  | PSPNet | TFLITE | float | Qualcomm® QCS9075 | 1766.366 ms | 0 - 271 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 | Snapdragon® 8 Elite For Galaxy Mobile | 988.643 ms | 64 - 878 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 17.313 ms | 32 - 323 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.198 ms | 32 - 416 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 74.504 ms | 32 - 301 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 35.741 ms | 32 - 34 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 37.769 ms | 32 - 131 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 54.778 ms | 32 - 414 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 22.088 ms | 32 - 283 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 357.743 ms | 384 - 905 MB | NPU
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  ## License
117
  * 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 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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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78
  | PSPNet | ONNX | w8a8 | Qualcomm® QCM6690 | 3282.281 ms | 53 - 64 MB | CPU
79
  | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 19.141 ms | 72 - 343 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 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 273.571 ms | 2 - 748 MB | NPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® X2 Elite | 226.869 ms | 3 - 3 MB | NPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® X Elite | 528.761 ms | 3 - 3 MB | NPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 405.017 ms | 3 - 949 MB | NPU
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+ | PSPNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1332.704 ms | 1 - 725 MB | NPU
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+ | PSPNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 591.416 ms | 0 - 30 MB | NPU
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+ | PSPNet | QNN_DLC | float | Qualcomm® QCS9075 | 1757.657 ms | 3 - 135 MB | NPU
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+ | PSPNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1702.243 ms | 0 - 441 MB | NPU
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+ | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 303.338 ms | 0 - 725 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.483 ms | 1 - 310 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 14.261 ms | 1 - 1 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 26.186 ms | 1 - 1 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.88 ms | 0 - 354 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 63.863 ms | 1 - 259 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 28.233 ms | 0 - 26 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 31.798 ms | 1 - 35 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 37.703 ms | 1 - 352 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 17.902 ms | 1 - 232 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 90.562 ms | 1 - 446 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 (Proxy) | 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® QCS8450 (Proxy) | 1583.889 ms | 90 - 688 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 | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.507 ms | 32 - 316 MB | NPU
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+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 22.064 ms | 30 - 410 MB | NPU
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+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 66.601 ms | 32 - 301 MB | NPU
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+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 29.723 ms | 32 - 35 MB | NPU
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+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 32.525 ms | 32 - 131 MB | NPU
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+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 41.239 ms | 32 - 411 MB | NPU
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+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 18.707 ms | 32 - 284 MB | NPU
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+ | PSPNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 106.468 ms | 32 - 426 MB | NPU
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  ## License
117
  * 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": "0.51.0",
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  "precisions": {
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- "w8a8": {
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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": "1.4.2"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.51.0/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/v0.51.0/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/v0.51.0/pspnet-onnx-w8a8.zip"
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  }
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  }
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  },
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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": "1.4.2"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.51.0/pspnet-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/pspnet/releases/v0.51.0/pspnet-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "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/v0.51.0/pspnet-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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+ "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
  "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/pspnet/releases/v0.52.0/pspnet-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/pspnet/releases/v0.52.0/pspnet-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "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/v0.52.0/pspnet-onnx-float.zip"
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  }
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  }
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  },
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+ "w8a8": {
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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": "1.4.2"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.52.0/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/v0.52.0/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/v0.52.0/pspnet-onnx-w8a8.zip"
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  }
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  }
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  }