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FCN-ResNet50

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v0.52.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (2) hide show
  1. README.md +33 -33
  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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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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@@ -80,33 +80,33 @@ See our repository for [FCN-ResNet50 on GitHub](https://github.com/qualcomm/ai-h
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  | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 824.523 ms | 64 - 73 MB | CPU
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  | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.569 ms | 1 - 206 MB | NPU
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  | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 705.859 ms | 67 - 75 MB | CPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.725 ms | 3 - 332 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 22.868 ms | 3 - 3 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 44.643 ms | 3 - 3 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 33.614 ms | 0 - 378 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 273.55 ms | 1 - 308 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 44.098 ms | 3 - 8 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 72.852 ms | 1 - 308 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 78.907 ms | 3 - 8 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 83.944 ms | 0 - 268 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 273.55 ms | 1 - 308 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 77.778 ms | 0 - 216 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 26.555 ms | 3 - 322 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.433 ms | 1 - 245 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 7.793 ms | 1 - 1 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 15.149 ms | 1 - 1 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.204 ms | 0 - 263 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 93.525 ms | 1 - 3 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 39.465 ms | 1 - 206 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.805 ms | 1 - 3 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.727 ms | 1 - 215 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 17.216 ms | 1 - 3 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 389.473 ms | 1 - 384 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 24.406 ms | 1 - 266 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 39.465 ms | 1 - 206 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 21.887 ms | 1 - 209 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.926 ms | 0 - 200 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 25.967 ms | 1 - 284 MB | NPU
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  | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 20.875 ms | 0 - 368 MB | NPU
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  | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 33.054 ms | 0 - 428 MB | NPU
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  | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 273.485 ms | 0 - 353 MB | NPU
 
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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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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 | w8a8 | Qualcomm® QCM6690 | 824.523 ms | 64 - 73 MB | CPU
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  | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.569 ms | 1 - 206 MB | NPU
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  | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 705.859 ms | 67 - 75 MB | CPU
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+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.54 ms | 3 - 332 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 22.917 ms | 3 - 3 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 44.587 ms | 3 - 3 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 33.413 ms | 0 - 378 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 273.555 ms | 2 - 308 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 44.055 ms | 3 - 6 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 72.905 ms | 1 - 308 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 78.314 ms | 3 - 8 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 84.09 ms | 0 - 269 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 273.555 ms | 2 - 308 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 77.805 ms | 2 - 219 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 26.556 ms | 3 - 321 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.425 ms | 1 - 245 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 7.836 ms | 1 - 1 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 15.141 ms | 1 - 1 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.262 ms | 0 - 263 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 93.356 ms | 1 - 3 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 39.438 ms | 1 - 207 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.835 ms | 1 - 3 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.725 ms | 1 - 216 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 17.237 ms | 1 - 3 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 397.792 ms | 1 - 384 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 24.453 ms | 1 - 264 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 39.438 ms | 1 - 207 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 21.911 ms | 1 - 210 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.955 ms | 1 - 200 MB | NPU
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+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 26.284 ms | 1 - 284 MB | NPU
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  | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 20.875 ms | 0 - 368 MB | NPU
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  | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 33.054 ms | 0 - 428 MB | NPU
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  | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 273.485 ms | 0 - 353 MB | NPU
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "version": "0.51.0",
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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": "1.4.2"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.51.0/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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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.51.0/fcn_resnet50-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/fcn_resnet50/releases/v0.51.0/fcn_resnet50-onnx-float.zip"
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  }
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  }
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  },
@@ -32,20 +32,20 @@
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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/fcn_resnet50/releases/v0.51.0/fcn_resnet50-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/fcn_resnet50/releases/v0.51.0/fcn_resnet50-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/fcn_resnet50/releases/v0.51.0/fcn_resnet50-onnx-w8a8.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.52.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
 
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  "qairt": "2.45.0.260326154327",
9
  "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/fcn_resnet50/releases/v0.52.0/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/v0.52.0/fcn_resnet50-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/fcn_resnet50/releases/v0.52.0/fcn_resnet50-onnx-float.zip"
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  }
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  }
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  },
 
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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/fcn_resnet50/releases/v0.52.0/fcn_resnet50-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/fcn_resnet50/releases/v0.52.0/fcn_resnet50-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/fcn_resnet50/releases/v0.52.0/fcn_resnet50-onnx-w8a8.zip"
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  }
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  }
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  }