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Unet-Segmentation

Image Segmentation
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bu_auto
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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 +94 -90
  2. release_assets.json +9 -9
README.md CHANGED
@@ -30,12 +30,12 @@ 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/unet_segmentation/releases/v0.54.0/unet_segmentation-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/unet_segmentation/releases/v0.54.0/unet_segmentation-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/unet_segmentation/releases/v0.54.0/unet_segmentation-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/unet_segmentation/releases/v0.54.0/unet_segmentation-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/unet_segmentation/releases/v0.54.0/unet_segmentation-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/unet_segmentation/releases/v0.54.0/unet_segmentation-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Unet-Segmentation on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/unet_segmentation)**.
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@@ -66,90 +66,94 @@ See our repository for [Unet-Segmentation on GitHub](https://github.com/qualcomm
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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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- | Unet-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 69.648 ms | 5 - 328 MB | NPU
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- | Unet-Segmentation | ONNX | float | Snapdragon® 8 Elite Mobile | 90.468 ms | 15 - 333 MB | NPU
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- | Unet-Segmentation | ONNX | float | Snapdragon® X2 Elite | 75.285 ms | 53 - 53 MB | NPU
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- | Unet-Segmentation | ONNX | float | Snapdragon® X Elite | 139.427 ms | 53 - 53 MB | NPU
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- | Unet-Segmentation | ONNX | float | Snapdragon® X Elite | 139.427 ms | 53 - 53 MB | NPU
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- | Unet-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 110.568 ms | 2 - 537 MB | NPU
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- | Unet-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 160.361 ms | 0 - 452 MB | NPU
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- | Unet-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 90.468 ms | 15 - 333 MB | NPU
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- | Unet-Segmentation | ONNX | float | Qualcomm® QCS9075 | 254.769 ms | 9 - 21 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.43 ms | 0 - 184 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 24.865 ms | 3 - 191 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® X2 Elite | 20.214 ms | 29 - 29 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® X Elite | 39.064 ms | 29 - 29 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® X Elite | 39.064 ms | 29 - 29 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 30.177 ms | 6 - 337 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCS6490 | 4673.96 ms | 945 - 1002 MB | CPU
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- | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 40.195 ms | 4 - 6 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3889.111 ms | 842 - 850 MB | CPU
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- | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCM6690 | 4187.869 ms | 828 - 835 MB | CPU
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- | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCS9075 | 35.651 ms | 4 - 7 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 24.865 ms | 3 - 191 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3889.111 ms | 842 - 850 MB | CPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 64.682 ms | 9 - 353 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 82.217 ms | 5 - 337 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 71.9 ms | 9 - 9 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 132.328 ms | 9 - 9 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 132.328 ms | 9 - 9 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 102.526 ms | 9 - 527 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 137.564 ms | 10 - 22 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 240.394 ms | 2 - 325 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 240.394 ms | 2 - 325 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 240.394 ms | 2 - 325 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 953.695 ms | 1 - 324 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 274.989 ms | 8 - 544 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 274.415 ms | 0 - 322 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 82.217 ms | 5 - 337 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS9075 | 248.064 ms | 9 - 27 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.769 ms | 2 - 200 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 21.643 ms | 2 - 189 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 18.845 ms | 2 - 2 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® X Elite | 35.643 ms | 2 - 2 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® X Elite | 35.643 ms | 2 - 2 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.119 ms | 2 - 321 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 267.93 ms | 2 - 7 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 34.535 ms | 2 - 4 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8775P | 32.172 ms | 1 - 180 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8775P | 32.172 ms | 1 - 180 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8775P | 32.172 ms | 1 - 180 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 78.85 ms | 2 - 268 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 1225.158 ms | 2 - 523 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 34.962 ms | 1 - 6 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 21.643 ms | 2 - 189 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 58.671 ms | 2 - 319 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA7255P | 121.475 ms | 2 - 180 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8295P | 63.77 ms | 0 - 181 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 78.85 ms | 2 - 268 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 66.075 ms | 6 - 345 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Elite Mobile | 82.297 ms | 5 - 336 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 105.484 ms | 5 - 575 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 146.708 ms | 6 - 107 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® SA8775P | 240.513 ms | 6 - 330 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® SA8775P | 240.513 ms | 6 - 330 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® SA8775P | 240.513 ms | 6 - 330 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® SA7255P | 953.329 ms | 0 - 323 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 317.123 ms | 8 - 588 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® SA8295P | 274.502 ms | 6 - 328 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 82.297 ms | 5 - 336 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 248.057 ms | 0 - 80 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.882 ms | 2 - 197 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 21.907 ms | 1 - 188 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.167 ms | 1 - 315 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS6490 | 267.608 ms | 2 - 41 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 35.161 ms | 2 - 399 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8775P | 32.215 ms | 2 - 180 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8775P | 32.215 ms | 2 - 180 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8775P | 32.215 ms | 2 - 180 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 78.528 ms | 0 - 264 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCM6690 | 1241.466 ms | 0 - 521 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS9075 | 34.207 ms | 0 - 36 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 21.907 ms | 1 - 188 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 60.085 ms | 2 - 316 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA7255P | 121.525 ms | 2 - 180 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8295P | 63.734 ms | 2 - 181 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 78.528 ms | 0 - 264 MB | NPU
 
 
 
 
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  ## License
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  * The license for the original implementation of Unet-Segmentation 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/unet_segmentation/releases/v0.55.0/unet_segmentation-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/unet_segmentation/releases/v0.55.0/unet_segmentation-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/unet_segmentation/releases/v0.55.0/unet_segmentation-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/unet_segmentation/releases/v0.55.0/unet_segmentation-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/unet_segmentation/releases/v0.55.0/unet_segmentation-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/unet_segmentation/releases/v0.55.0/unet_segmentation-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Unet-Segmentation on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/unet_segmentation)**.
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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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+ | Unet-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 70.679 ms | 22 - 348 MB | NPU
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+ | Unet-Segmentation | ONNX | float | Snapdragon® X2 Elite | 75.065 ms | 202 - 202 MB | NPU
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+ | Unet-Segmentation | ONNX | float | Snapdragon® X Elite | 139.85 ms | 139 - 139 MB | NPU
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+ | Unet-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 109.283 ms | 25 - 563 MB | NPU
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+ | Unet-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 146.541 ms | 21 - 944 MB | NPU
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+ | Unet-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 88.419 ms | 15 - 332 MB | NPU
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+ | Unet-Segmentation | ONNX | float | Qualcomm® QCS9075 | 254.684 ms | 9 - 64 MB | NPU
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+ | Unet-Segmentation | ONNX | float | Qualcomm® QCS8750 | 88.419 ms | 15 - 332 MB | NPU
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+ | Unet-Segmentation | ONNX | float | Qualcomm® QCS7181 | 139.85 ms | 139 - 139 MB | NPU
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+ | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.53 ms | 5 - 192 MB | NPU
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+ | Unet-Segmentation | ONNX | w8a8 | Snapdragon® X2 Elite | 20.137 ms | 210 - 210 MB | NPU
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+ | Unet-Segmentation | ONNX | w8a8 | Snapdragon® X Elite | 38.97 ms | 179 - 179 MB | NPU
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+ | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 30.135 ms | 6 - 342 MB | NPU
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+ | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCS6490 | 4659.834 ms | 943 - 1000 MB | CPU
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+ | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 39.25 ms | 0 - 46 MB | NPU
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+ | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3891.089 ms | 843 - 850 MB | CPU
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+ | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCM6690 | 4131.885 ms | 834 - 840 MB | CPU
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+ | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 24.427 ms | 3 - 190 MB | NPU
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+ | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCS9075 | 35.562 ms | 4 - 49 MB | NPU
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+ | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCS7790 | 3891.089 ms | 843 - 850 MB | CPU
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+ | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCS8750 | 24.427 ms | 3 - 190 MB | NPU
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+ | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCS7181 | 38.97 ms | 179 - 179 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 62.723 ms | 9 - 353 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 71.838 ms | 9 - 9 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 132.956 ms | 9 - 9 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 102.113 ms | 8 - 523 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8275 | 953.369 ms | 0 - 324 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 133.833 ms | 10 - 819 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 240.391 ms | 1 - 325 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8650P | 240.391 ms | 1 - 325 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8255P | 240.391 ms | 1 - 325 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 275.728 ms | 3 - 540 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 274.455 ms | 0 - 322 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 83.509 ms | 0 - 332 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 953.369 ms | 0 - 324 MB | NPU
104
+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS9075 | 248.045 ms | 9 - 27 MB | NPU
105
+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8750 | 83.509 ms | 0 - 332 MB | NPU
106
+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS7181 | 132.956 ms | 9 - 9 MB | NPU
107
+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.68 ms | 4 - 200 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 18.9 ms | 2 - 2 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® X Elite | 35.738 ms | 2 - 2 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.103 ms | 2 - 317 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 267.604 ms | 2 - 8 MB | NPU
112
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 121.521 ms | 1 - 180 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 34.892 ms | 2 - 4 MB | NPU
114
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8775P | 32.174 ms | 2 - 182 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8650P | 32.174 ms | 2 - 182 MB | NPU
116
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8255P | 32.174 ms | 2 - 182 MB | NPU
117
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA7255P | 121.521 ms | 1 - 180 MB | NPU
118
+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 81.381 ms | 3 - 273 MB | NPU
119
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8295P | 63.756 ms | 0 - 180 MB | NPU
120
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 1214.163 ms | 3 - 525 MB | NPU
121
+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 21.938 ms | 2 - 188 MB | NPU
122
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 35.063 ms | 1 - 6 MB | NPU
123
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 58.614 ms | 2 - 318 MB | NPU
124
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 81.381 ms | 3 - 273 MB | NPU
125
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 21.938 ms | 2 - 188 MB | NPU
126
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 35.738 ms | 2 - 2 MB | NPU
127
+ | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 66.931 ms | 6 - 350 MB | NPU
128
+ | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 103.252 ms | 5 - 576 MB | NPU
129
+ | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8275 | 953.515 ms | 4 - 328 MB | NPU
130
+ | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 138.086 ms | 7 - 219 MB | NPU
131
+ | Unet-Segmentation | TFLITE | float | Qualcomm® SA8775P | 240.462 ms | 7 - 330 MB | NPU
132
+ | Unet-Segmentation | TFLITE | float | Qualcomm® SA8650P | 240.462 ms | 7 - 330 MB | NPU
133
+ | Unet-Segmentation | TFLITE | float | Qualcomm® SA8255P | 240.462 ms | 7 - 330 MB | NPU
134
+ | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 276.393 ms | 5 - 585 MB | NPU
135
+ | Unet-Segmentation | TFLITE | float | Qualcomm® SA8295P | 274.42 ms | 7 - 328 MB | NPU
136
+ | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 82.458 ms | 6 - 335 MB | NPU
137
+ | Unet-Segmentation | TFLITE | float | Qualcomm® SA7255P | 953.515 ms | 4 - 328 MB | NPU
138
+ | Unet-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 248.046 ms | 0 - 80 MB | NPU
139
+ | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8750 | 82.458 ms | 6 - 335 MB | NPU
140
+ | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.79 ms | 0 - 196 MB | NPU
141
+ | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.317 ms | 1 - 318 MB | NPU
142
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS6490 | 267.779 ms | 0 - 40 MB | NPU
143
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8275 | 121.535 ms | 2 - 181 MB | NPU
144
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 34.844 ms | 2 - 4 MB | NPU
145
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8775P | 32.225 ms | 2 - 180 MB | NPU
146
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8650P | 32.225 ms | 2 - 180 MB | NPU
147
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8255P | 32.225 ms | 2 - 180 MB | NPU
148
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA7255P | 121.535 ms | 2 - 181 MB | NPU
149
+ | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 78.758 ms | 2 - 264 MB | NPU
150
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8295P | 63.767 ms | 2 - 180 MB | NPU
151
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCM6690 | 1237.067 ms | 0 - 519 MB | NPU
152
+ | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 21.89 ms | 0 - 187 MB | NPU
153
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS9075 | 34.236 ms | 0 - 36 MB | NPU
154
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 57.758 ms | 2 - 317 MB | NPU
155
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS7790 | 78.758 ms | 2 - 264 MB | NPU
156
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8750 | 21.89 ms | 0 - 187 MB | NPU
157
 
158
  ## License
159
  * The license for the original implementation of Unet-Segmentation can be found
release_assets.json CHANGED
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/unet_segmentation/releases/v0.54.0/unet_segmentation-tflite-float.zip"
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@@ -32,20 +32,20 @@
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