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Unet-Segmentation

Image Segmentation
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bu_auto
real_time
android
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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +74 -74
  2. release_assets.json +53 -1
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/v0.50.2/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/v0.50.2/unet_segmentation-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/unet_segmentation/releases/v0.50.2/unet_segmentation-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/unet_segmentation/releases/v0.50.2/unet_segmentation-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/unet_segmentation/releases/v0.50.2/unet_segmentation-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/unet_segmentation/releases/v0.50.2/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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@@ -57,7 +57,7 @@ See our repository for [Unet-Segmentation on GitHub](https://github.com/qualcomm
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  **Model Stats:**
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  - Model checkpoint: unet_carvana_scale1.0_epoch2
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- - Input resolution: 224x224
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  - Number of output classes: 2 (foreground / background)
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  - Number of parameters: 31.0M
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  - Model size (float): 118 MB
@@ -66,73 +66,73 @@ 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 | 70.17 ms | 5 - 328 MB | NPU
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- | Unet-Segmentation | ONNX | float | Snapdragon® X2 Elite | 75.116 ms | 53 - 53 MB | NPU
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- | Unet-Segmentation | ONNX | float | Snapdragon® X Elite | 139.569 ms | 53 - 53 MB | NPU
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- | Unet-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 108.705 ms | 24 - 562 MB | NPU
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- | Unet-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 149.107 ms | 0 - 56 MB | NPU
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- | Unet-Segmentation | ONNX | float | Qualcomm® QCS9075 | 254.688 ms | 9 - 21 MB | NPU
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- | Unet-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 88.809 ms | 13 - 330 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.208 ms | 6 - 190 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® X2 Elite | 20.075 ms | 29 - 29 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® X Elite | 39.051 ms | 29 - 29 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 30.608 ms | 6 - 339 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCS6490 | 4666.283 ms | 943 - 1000 MB | CPU
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- | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 39.355 ms | 2 - 7 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCS9075 | 35.609 ms | 4 - 7 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Qualcomm® QCM6690 | 4122.21 ms | 837 - 843 MB | CPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 24.8 ms | 3 - 189 MB | NPU
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- | Unet-Segmentation | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3883.383 ms | 839 - 846 MB | CPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 62.222 ms | 9 - 353 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 71.768 ms | 9 - 9 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 132.421 ms | 9 - 9 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 102.153 ms | 9 - 545 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 953.636 ms | 1 - 323 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 132.829 ms | 10 - 11 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 240.578 ms | 0 - 323 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS9075 | 248.601 ms | 9 - 27 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 281.918 ms | 9 - 548 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 953.636 ms | 1 - 323 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 274.496 ms | 0 - 322 MB | NPU
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- | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 81.75 ms | 9 - 340 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.739 ms | 2 - 198 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 18.818 ms | 2 - 2 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® X Elite | 35.661 ms | 2 - 2 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.105 ms | 2 - 320 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 268.196 ms | 2 - 8 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 121.504 ms | 1 - 180 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 34.619 ms | 2 - 399 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8775P | 32.195 ms | 1 - 180 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 34.661 ms | 0 - 6 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 1198.353 ms | 2 - 521 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 58.802 ms | 3 - 319 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA7255P | 121.504 ms | 1 - 180 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8295P | 63.732 ms | 1 - 181 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 21.71 ms | 2 - 190 MB | NPU
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- | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 78.705 ms | 2 - 272 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 65.547 ms | 5 - 352 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 102.938 ms | 5 - 542 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 953.516 ms | 0 - 325 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 138.498 ms | 0 - 1144 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® SA8775P | 240.529 ms | 0 - 323 MB | NPU
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- | Unet-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 248.107 ms | 0 - 80 MB | NPU
119
- | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 273.884 ms | 7 - 553 MB | NPU
120
- | Unet-Segmentation | TFLITE | float | Qualcomm® SA7255P | 953.516 ms | 0 - 325 MB | NPU
121
- | Unet-Segmentation | TFLITE | float | Qualcomm® SA8295P | 274.526 ms | 6 - 329 MB | NPU
122
- | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 81.958 ms | 6 - 339 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.763 ms | 2 - 197 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.05 ms | 1 - 317 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS6490 | 267.715 ms | 0 - 40 MB | NPU
126
- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 121.562 ms | 2 - 181 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 32.447 ms | 2 - 4 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8775P | 32.245 ms | 2 - 181 MB | NPU
129
- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS9075 | 34.247 ms | 1 - 37 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCM6690 | 1201.224 ms | 0 - 518 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 61.204 ms | 2 - 319 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA7255P | 121.562 ms | 2 - 181 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8295P | 63.789 ms | 2 - 180 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 21.677 ms | 1 - 188 MB | NPU
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- | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 78.555 ms | 1 - 266 MB | NPU
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137
  ## License
138
  * The license for the original implementation of Unet-Segmentation can be found
 
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31
  | Runtime | Precision | Chipset | SDK Versions | Download |
32
  |---|---|---|---|---|
33
+ | 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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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)**.
41
 
 
57
 
58
  **Model Stats:**
59
  - Model checkpoint: unet_carvana_scale1.0_epoch2
60
+ - Input resolution: 640x1280
61
  - Number of output classes: 2 (foreground / background)
62
  - Number of parameters: 31.0M
63
  - Model size (float): 118 MB
 
66
  ## Performance Summary
67
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
68
  |---|---|---|---|---|---|---
69
+ | 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 | 64.02 ms | 9 - 352 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 71.844 ms | 9 - 9 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 132.417 ms | 9 - 9 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 102.267 ms | 9 - 523 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 953.513 ms | 0 - 323 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 136.064 ms | 10 - 12 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 240.417 ms | 1 - 324 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS9075 | 248.027 ms | 9 - 27 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 274.324 ms | 4 - 539 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 953.513 ms | 0 - 323 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 274.425 ms | 0 - 322 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 82.166 ms | 9 - 341 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.729 ms | 2 - 200 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 18.837 ms | 2 - 2 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® X Elite | 35.624 ms | 2 - 2 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.142 ms | 2 - 321 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 267.917 ms | 2 - 8 MB | NPU
103
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 121.445 ms | 2 - 181 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 34.992 ms | 2 - 4 MB | NPU
105
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8775P | 32.176 ms | 2 - 182 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 34.328 ms | 1 - 6 MB | NPU
107
+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 1216.249 ms | 2 - 522 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 54.75 ms | 2 - 319 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA7255P | 121.445 ms | 2 - 181 MB | NPU
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+ | Unet-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8295P | 63.759 ms | 0 - 181 MB | NPU
111
+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 21.677 ms | 2 - 189 MB | NPU
112
+ | Unet-Segmentation | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 78.562 ms | 2 - 269 MB | NPU
113
+ | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 66.072 ms | 6 - 350 MB | NPU
114
+ | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 102.179 ms | 6 - 578 MB | NPU
115
+ | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 953.476 ms | 1 - 324 MB | NPU
116
+ | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 137.156 ms | 6 - 106 MB | NPU
117
+ | Unet-Segmentation | TFLITE | float | Qualcomm® SA8775P | 240.507 ms | 6 - 330 MB | NPU
118
+ | Unet-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 248.667 ms | 0 - 80 MB | NPU
119
+ | Unet-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 278.082 ms | 0 - 579 MB | NPU
120
+ | Unet-Segmentation | TFLITE | float | Qualcomm® SA7255P | 953.476 ms | 1 - 324 MB | NPU
121
+ | Unet-Segmentation | TFLITE | float | Qualcomm® SA8295P | 274.486 ms | 6 - 328 MB | NPU
122
+ | Unet-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 82.488 ms | 5 - 337 MB | NPU
123
+ | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.814 ms | 1 - 197 MB | NPU
124
+ | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.4 ms | 1 - 318 MB | NPU
125
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS6490 | 267.901 ms | 0 - 40 MB | NPU
126
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 121.581 ms | 2 - 180 MB | NPU
127
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 34.891 ms | 2 - 623 MB | NPU
128
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8775P | 32.218 ms | 0 - 179 MB | NPU
129
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS9075 | 34.236 ms | 0 - 36 MB | NPU
130
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCM6690 | 1239.782 ms | 0 - 520 MB | NPU
131
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 58.379 ms | 2 - 318 MB | NPU
132
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA7255P | 121.581 ms | 2 - 180 MB | NPU
133
+ | Unet-Segmentation | TFLITE | w8a8 | Qualcomm® SA8295P | 63.762 ms | 2 - 180 MB | NPU
134
+ | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 21.753 ms | 2 - 188 MB | NPU
135
+ | Unet-Segmentation | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 78.581 ms | 2 - 267 MB | NPU
136
 
137
  ## License
138
  * The license for the original implementation of Unet-Segmentation can be found
release_assets.json CHANGED
@@ -1 +1,53 @@
1
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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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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/unet_segmentation/releases/v0.51.0/unet_segmentation-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/unet_segmentation/releases/v0.51.0/unet_segmentation-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/unet_segmentation/releases/v0.51.0/unet_segmentation-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/unet_segmentation/releases/v0.51.0/unet_segmentation-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/unet_segmentation/releases/v0.51.0/unet_segmentation-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/unet_segmentation/releases/v0.51.0/unet_segmentation-onnx-float.zip"
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+ }
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+ }
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+ }
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+ }
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+ }