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Unet-Segmentation

Image Segmentation
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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +94 -73
  2. release_assets.json +11 -11
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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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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@@ -66,73 +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 | 70.44 ms | 4 - 327 MB | NPU
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- | Unet-Segmentation | ONNX | float | Snapdragon® X2 Elite | 74.915 ms | 53 - 53 MB | NPU
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- | Unet-Segmentation | ONNX | float | Snapdragon® X Elite | 139.411 ms | 53 - 53 MB | NPU
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- | Unet-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 109.234 ms | 1 - 535 MB | NPU
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- | Unet-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 147.212 ms | 0 - 57 MB | NPU
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- | Unet-Segmentation | ONNX | float | Qualcomm® QCS9075 | 254.754 ms | 9 - 21 MB | NPU
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- | Unet-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 88.283 ms | 14 - 331 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.467 ms | 5 - 190 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® X2 Elite | 20.098 ms | 29 - 29 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® X Elite | 39.086 ms | 29 - 29 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 30.356 ms | 6 - 340 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCS6490 | 4672.705 ms | 935 - 992 MB | CPU
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- | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 39.83 ms | 0 - 2 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCS9075 | 35.615 ms | 4 - 7 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCM6690 | 4131.985 ms | 838 - 845 MB | CPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 24.658 ms | 3 - 188 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3886.044 ms | 841 - 848 MB | CPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 67.315 ms | 9 - 353 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 72.071 ms | 9 - 9 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 132.418 ms | 9 - 9 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 102.983 ms | 9 - 523 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 953.309 ms | 1 - 324 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 134.128 ms | 10 - 11 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 240.366 ms | 1 - 324 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS9075 | 248.038 ms | 9 - 27 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 279.144 ms | 9 - 543 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 953.309 ms | 1 - 324 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 274.444 ms | 0 - 322 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 81.482 ms | 0 - 331 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.685 ms | 2 - 197 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 18.849 ms | 2 - 2 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® X Elite | 35.682 ms | 2 - 2 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.203 ms | 2 - 320 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 267.959 ms | 1 - 7 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 121.478 ms | 2 - 181 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 35.048 ms | 2 - 4 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8775P | 32.181 ms | 2 - 181 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 34.587 ms | 2 - 8 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 1170.742 ms | 2 - 523 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 53.089 ms | 2 - 319 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA7255P | 121.478 ms | 2 - 181 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8295P | 63.744 ms | 2 - 183 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 21.75 ms | 2 - 188 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 78.972 ms | 2 - 269 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 66.072 ms | 6 - 350 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 102.179 ms | 6 - 578 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 953.476 ms | 1 - 324 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 137.156 ms | 6 - 106 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® SA8775P | 240.507 ms | 6 - 330 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 248.667 ms | 0 - 80 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 278.082 ms | 0 - 579 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® SA7255P | 953.476 ms | 1 - 324 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® SA8295P | 274.486 ms | 6 - 328 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 82.488 ms | 5 - 337 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.814 ms | 1 - 197 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.4 ms | 1 - 318 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS6490 | 267.901 ms | 0 - 40 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 121.581 ms | 2 - 180 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 34.891 ms | 2 - 623 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8775P | 32.218 ms | 0 - 179 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS9075 | 34.236 ms | 0 - 36 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCM6690 | 1239.782 ms | 0 - 520 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 58.379 ms | 2 - 318 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA7255P | 121.581 ms | 2 - 180 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8295P | 63.762 ms | 2 - 180 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 21.753 ms | 2 - 188 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 78.581 ms | 2 - 267 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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/unet_segmentation/releases/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/unet_segmentation-tflite-w8a8.zip)
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40
  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
68
  |---|---|---|---|---|---|---
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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 | Qualcomm® QCS9075 | 254.769 ms | 9 - 21 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 | 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 | Qualcomm® QCS9075 | 35.651 ms | 4 - 7 MB | NPU
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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 | 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 | 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 | 61.809 ms | 9 - 352 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 82.364 ms | 9 - 342 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 71.862 ms | 9 - 9 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 132.376 ms | 9 - 9 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 132.376 ms | 9 - 9 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 103.692 ms | 8 - 522 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 954.479 ms | 0 - 323 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 142.471 ms | 9 - 857 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 240.426 ms | 0 - 323 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 240.426 ms | 0 - 323 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 240.426 ms | 0 - 323 MB | NPU
102
+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS9075 | 248.031 ms | 9 - 27 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 291.567 ms | 4 - 541 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 954.479 ms | 0 - 323 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 274.454 ms | 0 - 322 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 82.364 ms | 9 - 342 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.753 ms | 2 - 198 MB | NPU
108
+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 21.891 ms | 2 - 188 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 18.848 ms | 2 - 2 MB | NPU
110
+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® X Elite | 35.651 ms | 2 - 2 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® X Elite | 35.651 ms | 2 - 2 MB | NPU
112
+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.104 ms | 2 - 319 MB | NPU
113
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 267.641 ms | 2 - 8 MB | NPU
114
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 121.54 ms | 1 - 180 MB | NPU
115
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 35.022 ms | 2 - 5 MB | NPU
116
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8775P | 32.194 ms | 1 - 180 MB | NPU
117
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8775P | 32.194 ms | 1 - 180 MB | NPU
118
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8775P | 32.194 ms | 1 - 180 MB | NPU
119
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 34.633 ms | 1 - 6 MB | NPU
120
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 1202.116 ms | 2 - 522 MB | NPU
121
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 58.446 ms | 2 - 318 MB | NPU
122
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA7255P | 121.54 ms | 1 - 180 MB | NPU
123
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8295P | 63.715 ms | 2 - 181 MB | NPU
124
+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 21.891 ms | 2 - 188 MB | NPU
125
+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 78.739 ms | 2 - 268 MB | NPU
126
+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 78.739 ms | 2 - 268 MB | NPU
127
+ | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 66.075 ms | 6 - 345 MB | NPU
128
+ | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Elite Mobile | 82.297 ms | 5 - 336 MB | NPU
129
+ | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 105.484 ms | 5 - 575 MB | NPU
130
+ | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 953.329 ms | 0 - 323 MB | NPU
131
+ | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 146.708 ms | 6 - 107 MB | NPU
132
+ | Unet-Segmentation | TFLITE | float | Qualcomm® SA8775P | 240.513 ms | 6 - 330 MB | NPU
133
+ | Unet-Segmentation | TFLITE | float | Qualcomm® SA8775P | 240.513 ms | 6 - 330 MB | NPU
134
+ | Unet-Segmentation | TFLITE | float | Qualcomm® SA8775P | 240.513 ms | 6 - 330 MB | NPU
135
+ | Unet-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 248.057 ms | 0 - 80 MB | NPU
136
+ | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 317.123 ms | 8 - 588 MB | NPU
137
+ | Unet-Segmentation | TFLITE | float | Qualcomm® SA7255P | 953.329 ms | 0 - 323 MB | NPU
138
+ | Unet-Segmentation | TFLITE | float | Qualcomm® SA8295P | 274.502 ms | 6 - 328 MB | NPU
139
+ | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 82.297 ms | 5 - 336 MB | NPU
140
+ | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.882 ms | 2 - 197 MB | NPU
141
+ | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 21.907 ms | 1 - 188 MB | NPU
142
+ | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.167 ms | 1 - 315 MB | NPU
143
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS6490 | 267.608 ms | 2 - 41 MB | NPU
144
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 121.525 ms | 2 - 180 MB | NPU
145
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 35.161 ms | 2 - 399 MB | NPU
146
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8775P | 32.215 ms | 2 - 180 MB | NPU
147
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8775P | 32.215 ms | 2 - 180 MB | NPU
148
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8775P | 32.215 ms | 2 - 180 MB | NPU
149
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS9075 | 34.207 ms | 0 - 36 MB | NPU
150
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCM6690 | 1241.466 ms | 0 - 521 MB | NPU
151
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 60.085 ms | 2 - 316 MB | NPU
152
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA7255P | 121.525 ms | 2 - 180 MB | NPU
153
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8295P | 63.734 ms | 2 - 181 MB | NPU
154
+ | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 21.907 ms | 1 - 188 MB | NPU
155
+ | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 78.528 ms | 0 - 264 MB | NPU
156
+ | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 78.528 ms | 0 - 264 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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