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FCN-ResNet50

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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 +73 -73
  2. release_assets.json +53 -1
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/v0.50.2/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/v0.50.2/fcn_resnet50-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/fcn_resnet50/releases/v0.50.2/fcn_resnet50-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/fcn_resnet50/releases/v0.50.2/fcn_resnet50-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/fcn_resnet50/releases/v0.50.2/fcn_resnet50-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/fcn_resnet50/releases/v0.50.2/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 +63,73 @@ 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 | 22.429 ms | 4 - 326 MB | NPU
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- | FCN-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 23.176 ms | 63 - 63 MB | NPU
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- | FCN-ResNet50 | ONNX | float | Snapdragon® X Elite | 43.168 ms | 62 - 62 MB | NPU
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- | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 32.577 ms | 0 - 382 MB | NPU
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- | FCN-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 43.03 ms | 3 - 6 MB | NPU
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- | FCN-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 75.156 ms | 3 - 9 MB | NPU
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- | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 26.466 ms | 1 - 297 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.055 ms | 0 - 248 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 7.077 ms | 33 - 33 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 13.821 ms | 32 - 32 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.174 ms | 0 - 279 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 907.251 ms | 68 - 111 MB | CPU
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- | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 13.515 ms | 1 - 259 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 15.155 ms | 1 - 4 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 843.043 ms | 54 - 63 MB | CPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.58 ms | 1 - 206 MB | NPU
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- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 707.962 ms | 80 - 88 MB | CPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.662 ms | 3 - 331 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 22.829 ms | 3 - 3 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 44.195 ms | 3 - 3 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 33.24 ms | 3 - 385 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 272.365 ms | 1 - 304 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 44.069 ms | 3 - 6 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 72.498 ms | 1 - 304 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 78.663 ms | 3 - 8 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 83.904 ms | 1 - 275 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 272.365 ms | 1 - 304 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 77.755 ms | 0 - 217 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 26.24 ms | 3 - 322 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.542 ms | 1 - 246 MB | NPU
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- | 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 | 15.175 ms | 1 - 1 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.375 ms | 1 - 267 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 92.908 ms | 1 - 3 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 39.543 ms | 1 - 205 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.947 ms | 1 - 197 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.759 ms | 1 - 215 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 17.017 ms | 3 - 5 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 392.044 ms | 1 - 347 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 23.99 ms | 1 - 267 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 39.543 ms | 1 - 205 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 22.112 ms | 1 - 209 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.869 ms | 1 - 202 MB | NPU
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- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 26.065 ms | 1 - 281 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 20.489 ms | 0 - 355 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 33.281 ms | 0 - 432 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 272.269 ms | 0 - 329 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 44.565 ms | 0 - 3 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 72.513 ms | 0 - 330 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 78.557 ms | 0 - 71 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 83.942 ms | 0 - 316 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 272.269 ms | 0 - 329 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 77.812 ms | 0 - 246 MB | NPU
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- | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.329 ms | 0 - 349 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.145 ms | 0 - 247 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.09 ms | 0 - 270 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 94.653 ms | 0 - 39 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 38.256 ms | 0 - 206 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.359 ms | 0 - 5 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 14.754 ms | 0 - 205 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 14.952 ms | 0 - 35 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 433.127 ms | 0 - 352 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 23.27 ms | 0 - 268 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 38.256 ms | 0 - 206 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 21.338 ms | 0 - 209 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.553 ms | 0 - 199 MB | NPU
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- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 26.346 ms | 0 - 281 MB | NPU
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  ## License
135
  * The license for the original implementation of FCN-ResNet50 can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | 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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63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | 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 | 21.725 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
103
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 17.216 ms | 1 - 3 MB | NPU
104
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 389.473 ms | 1 - 384 MB | NPU
105
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 24.406 ms | 1 - 266 MB | NPU
106
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 39.465 ms | 1 - 206 MB | NPU
107
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 21.887 ms | 1 - 209 MB | NPU
108
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.926 ms | 0 - 200 MB | NPU
109
+ | 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
111
+ | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 33.054 ms | 0 - 428 MB | NPU
112
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 273.485 ms | 0 - 353 MB | NPU
113
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 44.407 ms | 0 - 3 MB | NPU
114
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 72.835 ms | 0 - 354 MB | NPU
115
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 79.293 ms | 0 - 71 MB | NPU
116
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 83.983 ms | 0 - 323 MB | NPU
117
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 273.485 ms | 0 - 353 MB | NPU
118
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 77.795 ms | 0 - 268 MB | NPU
119
+ | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.156 ms | 0 - 358 MB | NPU
120
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.358 ms | 0 - 244 MB | NPU
121
+ | 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
123
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 38.208 ms | 0 - 205 MB | NPU
124
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.241 ms | 0 - 3 MB | NPU
125
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 14.685 ms | 0 - 207 MB | NPU
126
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 15.381 ms | 0 - 35 MB | NPU
127
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 436.069 ms | 0 - 382 MB | NPU
128
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 23.266 ms | 0 - 265 MB | NPU
129
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 38.208 ms | 0 - 205 MB | NPU
130
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 21.286 ms | 0 - 210 MB | NPU
131
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.599 ms | 0 - 198 MB | NPU
132
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 27.95 ms | 0 - 284 MB | NPU
133
 
134
  ## License
135
  * The license for the original implementation of FCN-ResNet50 can be found
release_assets.json CHANGED
@@ -1 +1,53 @@
1
- {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-tflite-float.zip"}}},"w8a8":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-onnx-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-qnn_dlc-w8a8.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-tflite-w8a8.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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": {
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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/v0.51.0/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"
25
+ }
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+ }
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+ },
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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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+ "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"
49
+ }
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+ }
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+ }
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+ }
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+ }