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PSPNet

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v0.58.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.58.0 for changelog.

Files changed (2) hide show
  1. README.md +88 -85
  2. release_assets.json +7 -7
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-segmentation
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  PSPNet (Pyramid Scene Parsing Network) is a semantic segmentation model that captures global context information by applying pyramid pooling modules. It is designed to improve scene understanding by aggregating contextual features at multiple scales.
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- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.57.3/src/qai_hub_models/models/pspnet) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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@@ -27,26 +27,26 @@ 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 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.57.3/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/v0.57.3/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/v0.57.3/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/v0.57.3/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/v0.57.3/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/v0.57.3/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)**.
38
 
39
 
40
  ### Option 2: Export with Custom Configurations
41
 
42
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.57.3/src/qai_hub_models/models/pspnet) Python library to compile and export the model with your own:
43
  - Custom weights (e.g., fine-tuned checkpoints)
44
  - Custom input shapes
45
  - Target device and runtime configurations
46
 
47
  This option is ideal if you need to customize the model beyond the default configuration provided here.
48
 
49
- See our repository for [PSPNet on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.57.3/src/qai_hub_models/models/pspnet) for usage instructions.
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51
  ## Model Details
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@@ -61,90 +61,93 @@ 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
63
  |---|---|---|---|---|---|---
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- | PSPNet | ONNX | float | Snapdragon® X2 Elite | 446.325 ms | 496 - 496 MB | NPU
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- | 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
90
  | 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
92
  | 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
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS8750 | 302.172 ms | 0 - 724 MB | NPU
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- | PSPNet | QNN_DLC | float | Qualcomm® QCS7181 | 532.47 ms | 3 - 3 MB | NPU
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- | 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
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.884 ms | 1 - 355 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 37.574 ms | 0 - 354 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 63.868 ms | 1 - 260 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 28.243 ms | 1 - 3 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 37.574 ms | 0 - 354 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.169 ms | 1 - 312 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 91.633 ms | 1 - 436 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 31.773 ms | 1 - 35 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 63.868 ms | 1 - 260 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 18.01 ms | 1 - 230 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 38.501 ms | 1 - 263 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 91.633 ms | 1 - 436 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 18.01 ms | 1 - 230 MB | NPU
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- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 26.211 ms | 1 - 1 MB | NPU
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- | PSPNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 405.838 ms | 128 - 1128 MB | NPU
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- | PSPNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1506.433 ms | 62 - 612 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS8275 | 1327.673 ms | 121 - 894 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 597.704 ms | 128 - 131 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® SA8775P | 7305.793 ms | 363 - 373 MB | CPU
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- | PSPNet | TFLITE | float | Qualcomm® SA8650P | 7305.793 ms | 363 - 373 MB | CPU
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- | PSPNet | TFLITE | float | Qualcomm® SA8255P | 7305.793 ms | 363 - 373 MB | CPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS8450 | 1506.433 ms | 62 - 612 MB | NPU
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- | PSPNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 300.002 ms | 128 - 903 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® SA8295P | 752.392 ms | 128 - 557 MB | NPU
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- | PSPNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 267.691 ms | 128 - 929 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® SA7255P | 1327.673 ms | 121 - 894 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS9075 | 1760.848 ms | 68 - 339 MB | NPU
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- | PSPNet | TFLITE | float | Qualcomm® QCS8750 | 300.002 ms | 128 - 903 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.56 ms | 0 - 357 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 37.014 ms | 34 - 389 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8275 | 63.825 ms | 32 - 283 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 27.568 ms | 32 - 34 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® SA8775P | 2042.314 ms | 93 - 104 MB | CPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® SA8650P | 2042.314 ms | 93 - 104 MB | CPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® SA8255P | 2042.314 ms | 93 - 104 MB | CPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 37.014 ms | 34 - 389 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.125 ms | 32 - 316 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 90.411 ms | 32 - 447 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 41.107 ms | 32 - 132 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® SA7255P | 63.825 ms | 32 - 283 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 18.112 ms | 30 - 268 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® SA8295P | 38.199 ms | 32 - 286 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS7790 | 90.411 ms | 32 - 447 MB | NPU
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- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8750 | 18.112 ms | 30 - 268 MB | NPU
 
 
 
 
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  ## License
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  * The license for the original implementation of PSPNet can be found
 
14
 
15
  PSPNet (Pyramid Scene Parsing Network) is a semantic segmentation model that captures global context information by applying pyramid pooling modules. It is designed to improve scene understanding by aggregating contextual features at multiple scales.
16
 
17
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/pspnet) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
20
 
 
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28
  | 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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/pspnet-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[PSPNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/pspnet)**.
38
 
39
 
40
  ### Option 2: Export with Custom Configurations
41
 
42
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/pspnet) Python library to compile and export the model with your own:
43
  - Custom weights (e.g., fine-tuned checkpoints)
44
  - Custom input shapes
45
  - Target device and runtime configurations
46
 
47
  This option is ideal if you need to customize the model beyond the default configuration provided here.
48
 
49
+ See our repository for [PSPNet on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/pspnet) for usage instructions.
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51
  ## Model Details
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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® X2 Elite | 428.778 ms | 532 - 532 MB | NPU
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+ | PSPNet | ONNX | float | Snapdragon® X Elite | 693.19 ms | 528 - 528 MB | NPU
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+ | PSPNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 507.357 ms | 15 - 1000 MB | NPU
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+ | PSPNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1705.843 ms | 1 - 449 MB | NPU
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+ | PSPNet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 591.723 ms | 160 - 163 MB | NPU
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+ | PSPNet | ONNX | float | Qualcomm® QCS8450 | 1705.843 ms | 1 - 449 MB | NPU
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+ | PSPNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 321.374 ms | 262 - 1049 MB | NPU
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+ | PSPNet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1764.712 ms | 11 - 56 MB | NPU
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+ | PSPNet | ONNX | float | Snapdragon® 8 Elite Mobile | 337.626 ms | 271 - 1030 MB | NPU
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+ | PSPNet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 337.626 ms | 271 - 1030 MB | NPU
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+ | PSPNet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 693.19 ms | 528 - 528 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® X2 Elite | 14.831 ms | 133 - 133 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® X Elite | 27.702 ms | 132 - 132 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 22.249 ms | 31 - 445 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 41.042 ms | 26 - 431 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 29.888 ms | 69 - 72 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® QCS8450 | 41.042 ms | 26 - 431 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 18.766 ms | 70 - 341 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 93.034 ms | 73 - 605 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.687 ms | 69 - 413 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 93.034 ms | 73 - 605 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 18.766 ms | 70 - 341 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 27.702 ms | 132 - 132 MB | NPU
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+ | PSPNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 33.674 ms | 73 - 118 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® Dragonwing™ 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 Gen 5 Mobile | 267.5 ms | 3 - 757 MB | NPU
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+ | PSPNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1762.009 ms | 3 - 135 MB | NPU
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  | PSPNet | QNN_DLC | float | Qualcomm® SA7255P | 1330.552 ms | 2 - 727 MB | NPU
98
+ | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 302.172 ms | 0 - 724 MB | NPU
99
+ | PSPNet | QNN_DLC | float | Qualcomm® SA8295P | 701.273 ms | 3 - 329 MB | NPU
100
+ | PSPNet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 302.172 ms | 0 - 724 MB | NPU
101
+ | PSPNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 532.47 ms | 3 - 3 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 14.561 ms | 1 - 1 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 26.381 ms | 1 - 1 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.421 ms | 1 - 354 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 37.647 ms | 1 - 353 MB | NPU
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+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 63.865 ms | 1 - 259 MB | NPU
107
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 27.107 ms | 1 - 8 MB | NPU
108
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 28.032 ms | 1 - 261 MB | NPU
109
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 28.032 ms | 1 - 261 MB | NPU
110
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 28.032 ms | 1 - 261 MB | NPU
111
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 37.647 ms | 1 - 353 MB | NPU
112
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 17.906 ms | 1 - 231 MB | NPU
113
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 90.98 ms | 1 - 438 MB | NPU
114
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.201 ms | 1 - 312 MB | NPU
115
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 63.865 ms | 1 - 259 MB | NPU
116
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 38.471 ms | 1 - 263 MB | NPU
117
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 90.98 ms | 1 - 438 MB | NPU
118
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 17.906 ms | 1 - 231 MB | NPU
119
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 26.381 ms | 1 - 1 MB | NPU
120
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 31.773 ms | 1 - 35 MB | NPU
121
+ | PSPNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 405.108 ms | 119 - 1113 MB | NPU
122
+ | PSPNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1505.632 ms | 14 - 563 MB | NPU
123
+ | PSPNet | TFLITE | float | Qualcomm® QCS8275 | 1332.489 ms | 128 - 901 MB | NPU
124
+ | PSPNet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 594.916 ms | 128 - 132 MB | NPU
125
+ | PSPNet | TFLITE | float | Qualcomm® SA8775P | 649.209 ms | 128 - 901 MB | NPU
126
+ | PSPNet | TFLITE | float | Qualcomm® SA8650P | 649.209 ms | 128 - 901 MB | NPU
127
+ | PSPNet | TFLITE | float | Qualcomm® SA8255P | 649.209 ms | 128 - 901 MB | NPU
128
+ | PSPNet | TFLITE | float | Qualcomm® QCS8450 | 1505.632 ms | 14 - 563 MB | NPU
129
+ | PSPNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 269.126 ms | 110 - 911 MB | NPU
130
+ | PSPNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 646.334 ms | 74 - 342 MB | NPU
131
+ | PSPNet | TFLITE | float | Qualcomm® SA7255P | 1332.489 ms | 128 - 901 MB | NPU
132
+ | PSPNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 302.274 ms | 110 - 883 MB | NPU
133
+ | PSPNet | TFLITE | float | Qualcomm® SA8295P | 754.444 ms | 128 - 556 MB | NPU
134
+ | PSPNet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 302.274 ms | 110 - 883 MB | NPU
135
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.505 ms | 30 - 391 MB | NPU
136
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 37.365 ms | 30 - 385 MB | NPU
137
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8275 | 63.972 ms | 32 - 283 MB | NPU
138
+ | PSPNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 26.771 ms | 32 - 34 MB | NPU
139
+ | PSPNet | TFLITE | w8a8 | Qualcomm® SA8775P | 27.873 ms | 32 - 283 MB | NPU
140
+ | PSPNet | TFLITE | w8a8 | Qualcomm® SA8650P | 27.873 ms | 32 - 283 MB | NPU
141
+ | PSPNet | TFLITE | w8a8 | Qualcomm® SA8255P | 27.873 ms | 32 - 283 MB | NPU
142
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 37.365 ms | 30 - 385 MB | NPU
143
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 19.215 ms | 32 - 269 MB | NPU
144
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 90.62 ms | 32 - 447 MB | NPU
145
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.148 ms | 32 - 318 MB | NPU
146
+ | PSPNet | TFLITE | w8a8 | Qualcomm® SA7255P | 63.972 ms | 32 - 283 MB | NPU
147
+ | PSPNet | TFLITE | w8a8 | Qualcomm® SA8295P | 38.217 ms | 23 - 276 MB | NPU
148
+ | PSPNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 90.62 ms | 32 - 447 MB | NPU
149
+ | PSPNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 19.215 ms | 32 - 269 MB | NPU
150
+ | PSPNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 41.107 ms | 32 - 132 MB | NPU
151
 
152
  ## License
153
  * The license for the original implementation of PSPNet can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
2
- "version": "0.57.3",
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  "precisions": {
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  "float": {
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  "universal_assets": {
@@ -8,20 +8,20 @@
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  "litert": "1.4.4"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.57.3/pspnet-tflite-float.zip"
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  "qnn_dlc": {
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  "qairt": "2.45.0.260326154327"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.57.3/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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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.57.3/pspnet-onnx-float.zip"
25
  }
26
  }
27
  },
@@ -32,20 +32,20 @@
32
  "qairt": "2.45.0.260326154327",
33
  "litert": "1.4.4"
34
  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.57.3/pspnet-tflite-w8a8.zip"
36
  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.57.3/pspnet-qnn_dlc-w8a8.zip"
42
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  "onnx": {
44
  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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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/v0.57.3/pspnet-onnx-w8a8.zip"
49
  }
50
  }
51
  }
 
1
  {
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+ "version": "0.58.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.4"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.58.0/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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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.58.0/pspnet-qnn_dlc-float.zip"
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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/v0.58.0/pspnet-onnx-float.zip"
25
  }
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  }
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  },
 
32
  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.4"
34
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.58.0/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/v0.58.0/pspnet-qnn_dlc-w8a8.zip"
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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/v0.58.0/pspnet-onnx-w8a8.zip"
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50
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