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FCN-ResNet50

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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 +9 -9
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/v0.52.0/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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@@ -63,73 +63,94 @@ See our repository for [FCN-ResNet50 on GitHub](https://github.com/qualcomm/ai-h
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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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- | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 22.469 ms | 4 - 325 MB | NPU
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- | FCN-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 23.298 ms | 63 - 63 MB | NPU
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- | FCN-ResNet50 | ONNX | float | Snapdragon® X Elite | 43.083 ms | 62 - 62 MB | NPU
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- | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 32.662 ms | 0 - 383 MB | NPU
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- | FCN-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 43.797 ms | 3 - 6 MB | NPU
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- | FCN-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 75.188 ms | 3 - 9 MB | NPU
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- | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 26.75 ms | 1 - 307 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.064 ms | 1 - 249 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 7.103 ms | 33 - 33 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 13.847 ms | 32 - 32 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.021 ms | 0 - 277 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 911.428 ms | 68 - 111 MB | CPU
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- | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 13.52 ms | 1 - 4 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 15.133 ms | 1 - 4 MB | NPU
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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
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 44.407 ms | 0 - 3 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 72.835 ms | 0 - 354 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 79.293 ms | 0 - 71 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 83.983 ms | 0 - 323 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 273.485 ms | 0 - 353 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 77.795 ms | 0 - 268 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.156 ms | 0 - 358 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.358 ms | 0 - 244 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.954 ms | 0 - 264 MB | NPU
122
- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 95.436 ms | 0 - 39 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 38.208 ms | 0 - 205 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.241 ms | 0 - 3 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 14.685 ms | 0 - 207 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 15.381 ms | 0 - 35 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 436.069 ms | 0 - 382 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 23.266 ms | 0 - 265 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 38.208 ms | 0 - 205 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 21.286 ms | 0 - 210 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.599 ms | 0 - 198 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 27.95 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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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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63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
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+ | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 22.638 ms | 4 - 325 MB | NPU
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+ | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Elite Mobile | 27.035 ms | 2 - 296 MB | NPU
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+ | FCN-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 23.284 ms | 63 - 63 MB | NPU
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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® 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
103
+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 26.245 ms | 0 - 318 MB | NPU
104
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.416 ms | 1 - 246 MB | NPU
105
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 8.933 ms | 1 - 200 MB | NPU
106
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 7.76 ms | 1 - 1 MB | NPU
107
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 15.143 ms | 1 - 1 MB | NPU
108
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 15.143 ms | 1 - 1 MB | NPU
109
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.183 ms | 1 - 263 MB | NPU
110
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 93.562 ms | 1 - 3 MB | NPU
111
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 39.464 ms | 1 - 206 MB | NPU
112
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.879 ms | 1 - 3 MB | NPU
113
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.703 ms | 1 - 215 MB | NPU
114
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.703 ms | 1 - 215 MB | NPU
115
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.703 ms | 1 - 215 MB | NPU
116
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 17.184 ms | 1 - 3 MB | NPU
117
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 413.979 ms | 1 - 384 MB | NPU
118
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 24.564 ms | 1 - 267 MB | NPU
119
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 39.464 ms | 1 - 206 MB | NPU
120
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 21.865 ms | 1 - 210 MB | NPU
121
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.933 ms | 1 - 200 MB | NPU
122
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 26.035 ms | 1 - 284 MB | NPU
123
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 26.035 ms | 1 - 284 MB | NPU
124
+ | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 20.99 ms | 0 - 368 MB | NPU
125
+ | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 27.3 ms | 0 - 358 MB | NPU
126
+ | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 33.047 ms | 0 - 427 MB | NPU
127
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 273.529 ms | 0 - 354 MB | NPU
128
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 44.452 ms | 0 - 3 MB | NPU
129
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 72.87 ms | 0 - 354 MB | NPU
130
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 72.87 ms | 0 - 354 MB | NPU
131
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 72.87 ms | 0 - 354 MB | NPU
132
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 78.711 ms | 0 - 71 MB | NPU
133
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 84.205 ms | 1 - 321 MB | NPU
134
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 273.529 ms | 0 - 354 MB | NPU
135
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 77.772 ms | 0 - 268 MB | NPU
136
+ | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.3 ms | 0 - 358 MB | NPU
137
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.352 ms | 0 - 244 MB | NPU
138
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 8.585 ms | 0 - 200 MB | NPU
139
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.935 ms | 0 - 266 MB | NPU
140
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 95.336 ms | 0 - 39 MB | NPU
141
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 38.224 ms | 0 - 207 MB | NPU
142
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.291 ms | 0 - 3 MB | NPU
143
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 14.688 ms | 0 - 208 MB | NPU
144
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 14.688 ms | 0 - 208 MB | NPU
145
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 14.688 ms | 0 - 208 MB | NPU
146
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 15.408 ms | 0 - 35 MB | NPU
147
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 440.638 ms | 0 - 388 MB | NPU
148
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 23.419 ms | 0 - 266 MB | NPU
149
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 38.224 ms | 0 - 207 MB | NPU
150
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 21.239 ms | 0 - 210 MB | NPU
151
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.585 ms | 0 - 200 MB | NPU
152
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 28.583 ms | 0 - 284 MB | NPU
153
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 28.583 ms | 0 - 284 MB | NPU
154
 
155
  ## License
156
  * The license for the original implementation of FCN-ResNet50 can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
1
  {
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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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  "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/fcn_resnet50/releases/v0.52.0/fcn_resnet50-tflite-float.zip"
12
  },
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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-float.zip"
18
  },
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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"
25
  }
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  }
27
  },
@@ -30,22 +30,22 @@
30
  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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- "litert": "1.4.2"
34
  },
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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"
36
  },
37
  "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"
42
  },
43
  "onnx": {
44
  "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"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.53.0",
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  "precisions": {
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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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+ "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/v0.53.0/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/v0.53.0/fcn_resnet50-qnn_dlc-float.zip"
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  },
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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/v0.53.0/fcn_resnet50-onnx-float.zip"
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  }
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  }
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  },
 
30
  "tflite": {
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  "tool_versions": {
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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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  "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/v0.53.0/fcn_resnet50-qnn_dlc-w8a8.zip"
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  "onnx": {
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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/v0.53.0/fcn_resnet50-onnx-w8a8.zip"
49
  }
50
  }
51
  }