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FCN-ResNet50

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v0.54.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.54.0 for changelog.

Files changed (2) hide show
  1. README.md +72 -76
  2. release_assets.json +7 -7
README.md CHANGED
@@ -27,12 +27,12 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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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/fcn_resnet50/releases/v0.53.1/fcn_resnet50-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/fcn_resnet50/releases/v0.53.1/fcn_resnet50-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/fcn_resnet50/releases/v0.53.1/fcn_resnet50-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/fcn_resnet50/releases/v0.53.1/fcn_resnet50-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/fcn_resnet50/releases/v0.53.1/fcn_resnet50-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/fcn_resnet50/releases/v0.53.1/fcn_resnet50-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[FCN-ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fcn_resnet50)**.
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@@ -70,87 +70,83 @@ See our repository for [FCN-ResNet50 on GitHub](https://github.com/qualcomm/ai-h
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  | FCN-ResNet50 | ONNX | float | Snapdragon® X Elite | 43.182 ms | 62 - 62 MB | NPU
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  | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 32.594 ms | 2 - 383 MB | NPU
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  | FCN-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 43.875 ms | 3 - 6 MB | NPU
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- | FCN-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 76.009 ms | 3 - 9 MB | NPU
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  | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.035 ms | 2 - 296 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.057 ms | 1 - 249 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 8.577 ms | 1 - 206 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 7.108 ms | 33 - 33 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 13.854 ms | 32 - 32 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 13.854 ms | 32 - 32 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.131 ms | 1 - 282 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 895.147 ms | 66 - 110 MB | CPU
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- | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 13.546 ms | 0 - 42 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 15.148 ms | 1 - 4 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 837.616 ms | 68 - 77 MB | CPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.577 ms | 1 - 206 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 709.004 ms | 55 - 65 MB | CPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 709.004 ms | 55 - 65 MB | CPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.545 ms | 3 - 334 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 26.245 ms | 0 - 318 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 22.907 ms | 3 - 3 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 44.576 ms | 3 - 3 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 44.576 ms | 3 - 3 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 33.183 ms | 2 - 380 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 273.694 ms | 2 - 309 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 44.465 ms | 3 - 5 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 72.914 ms | 1 - 308 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 72.914 ms | 1 - 308 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 72.914 ms | 1 - 308 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 78.34 ms | 3 - 8 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 83.908 ms | 3 - 273 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 273.694 ms | 2 - 309 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 77.816 ms | 0 - 218 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 26.245 ms | 0 - 318 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.416 ms | 1 - 246 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 8.933 ms | 1 - 200 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 7.76 ms | 1 - 1 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 15.143 ms | 1 - 1 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 15.143 ms | 1 - 1 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.183 ms | 1 - 263 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 93.562 ms | 1 - 3 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 39.464 ms | 1 - 206 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.879 ms | 1 - 3 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.703 ms | 1 - 215 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.703 ms | 1 - 215 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.703 ms | 1 - 215 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 17.184 ms | 1 - 3 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 413.979 ms | 1 - 384 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 24.564 ms | 1 - 267 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 39.464 ms | 1 - 206 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 21.865 ms | 1 - 210 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.933 ms | 1 - 200 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 26.035 ms | 1 - 284 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 26.035 ms | 1 - 284 MB | NPU
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  | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 20.99 ms | 0 - 368 MB | NPU
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  | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 27.3 ms | 0 - 358 MB | NPU
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  | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 33.047 ms | 0 - 427 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 273.529 ms | 0 - 354 MB | NPU
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  | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 44.452 ms | 0 - 3 MB | NPU
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  | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 72.87 ms | 0 - 354 MB | NPU
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  | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 72.87 ms | 0 - 354 MB | NPU
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  | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 72.87 ms | 0 - 354 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 78.711 ms | 0 - 71 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 84.205 ms | 1 - 321 MB | NPU
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  | FCN-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 273.529 ms | 0 - 354 MB | NPU
 
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  | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 77.772 ms | 0 - 268 MB | NPU
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  | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.3 ms | 0 - 358 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.352 ms | 0 - 244 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 8.585 ms | 0 - 200 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.935 ms | 0 - 266 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 95.336 ms | 0 - 39 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 38.224 ms | 0 - 207 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.291 ms | 0 - 3 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 14.688 ms | 0 - 208 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 14.688 ms | 0 - 208 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 14.688 ms | 0 - 208 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 15.408 ms | 0 - 35 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 440.638 ms | 0 - 388 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 23.419 ms | 0 - 266 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 38.224 ms | 0 - 207 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 21.239 ms | 0 - 210 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.585 ms | 0 - 200 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 28.583 ms | 0 - 284 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 28.583 ms | 0 - 284 MB | NPU
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  ## License
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  * The license for the original implementation of FCN-ResNet50 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/fcn_resnet50/releases/v0.54.0/fcn_resnet50-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/fcn_resnet50/releases/v0.54.0/fcn_resnet50-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/fcn_resnet50/releases/v0.54.0/fcn_resnet50-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/fcn_resnet50/releases/v0.54.0/fcn_resnet50-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/fcn_resnet50/releases/v0.54.0/fcn_resnet50-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/fcn_resnet50/releases/v0.54.0/fcn_resnet50-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[FCN-ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fcn_resnet50)**.
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  | FCN-ResNet50 | ONNX | float | Snapdragon® X Elite | 43.182 ms | 62 - 62 MB | NPU
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  | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 32.594 ms | 2 - 383 MB | NPU
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  | FCN-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 43.875 ms | 3 - 6 MB | NPU
 
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  | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.035 ms | 2 - 296 MB | NPU
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+ | FCN-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 76.009 ms | 3 - 9 MB | NPU
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+ | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.061 ms | 1 - 249 MB | NPU
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+ | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 8.572 ms | 1 - 203 MB | NPU
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+ | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 7.085 ms | 33 - 33 MB | NPU
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+ | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 13.869 ms | 32 - 32 MB | NPU
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+ | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 13.869 ms | 32 - 32 MB | NPU
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+ | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.048 ms | 0 - 279 MB | NPU
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+ | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 902.852 ms | 68 - 111 MB | CPU
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+ | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 13.606 ms | 0 - 23 MB | NPU
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+ | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 711.294 ms | 89 - 98 MB | CPU
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+ | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 814.28 ms | 65 - 74 MB | CPU
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+ | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 15.138 ms | 1 - 4 MB | NPU
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+ | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.572 ms | 1 - 203 MB | NPU
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+ | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 711.294 ms | 89 - 98 MB | CPU
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+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.828 ms | 3 - 334 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 26.474 ms | 0 - 318 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 22.857 ms | 3 - 3 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 44.651 ms | 3 - 3 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 44.651 ms | 3 - 3 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 33.562 ms | 1 - 376 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 44.834 ms | 3 - 6 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 72.894 ms | 1 - 308 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 72.894 ms | 1 - 308 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 72.894 ms | 1 - 308 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 273.64 ms | 1 - 308 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 84.028 ms | 0 - 268 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 77.78 ms | 0 - 217 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 26.474 ms | 0 - 318 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 78.406 ms | 3 - 8 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.43 ms | 1 - 245 MB | NPU
104
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 8.937 ms | 0 - 202 MB | NPU
105
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 7.864 ms | 1 - 1 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 15.189 ms | 1 - 1 MB | NPU
107
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 15.189 ms | 1 - 1 MB | NPU
108
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.201 ms | 1 - 264 MB | NPU
109
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 93.341 ms | 1 - 3 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.904 ms | 1 - 3 MB | NPU
111
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.738 ms | 1 - 215 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.738 ms | 1 - 215 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.738 ms | 1 - 215 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 26.189 ms | 1 - 284 MB | NPU
115
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 404.112 ms | 1 - 384 MB | NPU
116
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 17.568 ms | 3 - 5 MB | NPU
117
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.937 ms | 0 - 202 MB | NPU
118
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 24.514 ms | 1 - 264 MB | NPU
119
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 39.444 ms | 1 - 206 MB | NPU
120
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 21.868 ms | 1 - 210 MB | NPU
121
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 26.189 ms | 1 - 284 MB | NPU
 
122
  | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 20.99 ms | 0 - 368 MB | NPU
123
  | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 27.3 ms | 0 - 358 MB | NPU
124
  | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 33.047 ms | 0 - 427 MB | NPU
 
125
  | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 44.452 ms | 0 - 3 MB | NPU
126
  | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 72.87 ms | 0 - 354 MB | NPU
127
  | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 72.87 ms | 0 - 354 MB | NPU
128
  | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 72.87 ms | 0 - 354 MB | NPU
 
 
129
  | FCN-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 273.529 ms | 0 - 354 MB | NPU
130
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 84.205 ms | 1 - 321 MB | NPU
131
  | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 77.772 ms | 0 - 268 MB | NPU
132
  | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.3 ms | 0 - 358 MB | NPU
133
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 78.711 ms | 0 - 71 MB | NPU
134
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.362 ms | 0 - 244 MB | NPU
135
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 8.595 ms | 0 - 200 MB | NPU
136
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.946 ms | 0 - 266 MB | NPU
137
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 95.703 ms | 0 - 39 MB | NPU
138
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.263 ms | 0 - 3 MB | NPU
139
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 14.705 ms | 0 - 207 MB | NPU
140
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 14.705 ms | 0 - 207 MB | NPU
141
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 14.705 ms | 0 - 207 MB | NPU
142
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 28.426 ms | 0 - 284 MB | NPU
143
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 432.67 ms | 0 - 383 MB | NPU
144
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 15.641 ms | 0 - 35 MB | NPU
145
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.595 ms | 0 - 200 MB | NPU
146
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 23.176 ms | 0 - 264 MB | NPU
147
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 38.227 ms | 0 - 206 MB | NPU
148
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 21.288 ms | 0 - 208 MB | NPU
149
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 28.426 ms | 0 - 284 MB | NPU
150
 
151
  ## License
152
  * The license for the original implementation of FCN-ResNet50 can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
2
- "version": "0.53.1",
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  "precisions": {
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  "float": {
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  "universal_assets": {
@@ -8,20 +8,20 @@
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.53.1/fcn_resnet50-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.53.1/fcn_resnet50-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "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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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.53.1/fcn_resnet50-onnx-float.zip"
25
  }
26
  }
27
  },
@@ -32,20 +32,20 @@
32
  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.3"
34
  },
35
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.53.1/fcn_resnet50-tflite-w8a8.zip"
36
  },
37
  "qnn_dlc": {
38
  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.53.1/fcn_resnet50-qnn_dlc-w8a8.zip"
42
  },
43
  "onnx": {
44
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
47
  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.53.1/fcn_resnet50-onnx-w8a8.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.54.0",
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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": "1.4.3"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.54.0/fcn_resnet50-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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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.54.0/fcn_resnet50-qnn_dlc-float.zip"
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  "onnx": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.54.0/fcn_resnet50-onnx-float.zip"
25
  }
26
  }
27
  },
 
32
  "qairt": "2.45.0.260326154327",
33
  "litert": "1.4.3"
34
  },
35
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.54.0/fcn_resnet50-tflite-w8a8.zip"
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  },
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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/fcn_resnet50/releases/v0.54.0/fcn_resnet50-qnn_dlc-w8a8.zip"
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  "onnx": {
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.54.0/fcn_resnet50-onnx-w8a8.zip"
49
  }
50
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51
  }