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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +96 -90
  2. release_assets.json +11 -11
README.md CHANGED
@@ -29,12 +29,12 @@ 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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.55.0/resnet50-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.55.0/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/resnet50/releases/v0.55.0/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/resnet50/releases/v0.55.0/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/resnet50/releases/v0.55.0/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/resnet50/releases/v0.55.0/resnet50-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet50)**.
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@@ -64,90 +64,96 @@ See our repository for [ResNet50 on GitHub](https://github.com/qualcomm/ai-hub-m
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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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- | ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.062 ms | 1 - 73 MB | NPU
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- | ResNet50 | ONNX | float | Snapdragon® X2 Elite | 0.983 ms | 212 - 212 MB | NPU
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- | ResNet50 | ONNX | float | Snapdragon® X Elite | 1.931 ms | 149 - 149 MB | NPU
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- | ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.474 ms | 0 - 85 MB | NPU
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- | ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.0 ms | 0 - 69 MB | NPU
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- | ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.243 ms | 0 - 50 MB | NPU
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- | ResNet50 | ONNX | float | Qualcomm® QCS9075 | 3.177 ms | 1 - 46 MB | NPU
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- | ResNet50 | ONNX | float | Qualcomm® QCS8750 | 1.243 ms | 0 - 50 MB | NPU
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- | ResNet50 | ONNX | float | Qualcomm® QCS7181 | 1.931 ms | 149 - 149 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.553 ms | 0 - 50 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.41 ms | 212 - 212 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.68 ms | 0 - 85 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 31.44 ms | 8 - 27 MB | CPU
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- | ResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.901 ms | 0 - 40 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 17.721 ms | 12 - 21 MB | CPU
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- | ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 23.402 ms | 7 - 15 MB | CPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.576 ms | 0 - 49 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 1.0 ms | 0 - 45 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Qualcomm® QCS7790 | 17.721 ms | 12 - 21 MB | CPU
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- | ResNet50 | ONNX | w8a8 | Qualcomm® QCS8750 | 0.576 ms | 0 - 49 MB | NPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.082 ms | 1 - 50 MB | NPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 1.25 ms | 1 - 1 MB | NPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 2.338 ms | 1 - 1 MB | NPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.624 ms | 1 - 78 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 | 10.731 ms | 1 - 46 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.211 ms | 1 - 2 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.358 ms | 0 - 47 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® SA8650P | 3.358 ms | 0 - 47 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® SA8255P | 3.358 ms | 0 - 47 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.745 ms | 0 - 62 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 3.669 ms | 0 - 28 MB | NPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.262 ms | 0 - 50 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 10.731 ms | 1 - 46 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.325 ms | 1 - 3 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8750 | 1.262 ms | 0 - 50 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® QCS7181 | 2.338 ms | 1 - 1 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.477 ms | 0 - 47 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.477 ms | 0 - 0 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.932 ms | 0 - 0 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.688 ms | 0 - 78 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.922 ms | 0 - 2 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 2.058 ms | 0 - 45 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.902 ms | 0 - 11 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.092 ms | 0 - 46 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.092 ms | 0 - 46 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.092 ms | 0 - 46 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.058 ms | 0 - 45 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.222 ms | 0 - 51 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.458 ms | 0 - 42 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 6.621 ms | 0 - 164 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.536 ms | 0 - 47 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.966 ms | 2 - 4 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.193 ms | 0 - 75 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 1.222 ms | 0 - 51 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.536 ms | 0 - 47 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 0.932 ms | 0 - 0 MB | NPU
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- | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.08 ms | 0 - 71 MB | NPU
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- | ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.59 ms | 0 - 113 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.226 ms | 0 - 2 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.352 ms | 0 - 70 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® SA8650P | 3.352 ms | 0 - 70 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® SA8255P | 3.352 ms | 0 - 70 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.735 ms | 0 - 96 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® SA8295P | 3.647 ms | 0 - 50 MB | NPU
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- | ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.251 ms | 0 - 70 MB | NPU
132
- | ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 3.331 ms | 0 - 52 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® QCS8750 | 1.251 ms | 0 - 70 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.445 ms | 0 - 46 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.576 ms | 0 - 78 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.767 ms | 0 - 27 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 | 1.745 ms | 0 - 42 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.759 ms | 0 - 11 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.963 ms | 0 - 45 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8650P | 0.963 ms | 0 - 45 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8255P | 0.963 ms | 0 - 45 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.745 ms | 0 - 42 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.096 ms | 0 - 49 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.285 ms | 0 - 39 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 6.229 ms | 0 - 161 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.482 ms | 0 - 40 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.818 ms | 0 - 27 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.052 ms | 0 - 75 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS7790 | 1.096 ms | 0 - 49 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.482 ms | 0 - 40 MB | NPU
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of ResNet50 can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.56.0/resnet50-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.56.0/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/resnet50/releases/v0.56.0/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/resnet50/releases/v0.56.0/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/resnet50/releases/v0.56.0/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/resnet50/releases/v0.56.0/resnet50-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet50)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
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+ | ResNet50 | ONNX | float | Snapdragon® X2 Elite | 0.982 ms | 180 - 180 MB | NPU
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+ | ResNet50 | ONNX | float | Snapdragon® X Elite | 1.914 ms | 181 - 181 MB | NPU
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+ | ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.471 ms | 1 - 71 MB | NPU
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+ | ResNet50 | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 3.18 ms | 1 - 54 MB | NPU
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+ | ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.979 ms | 0 - 60 MB | NPU
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+ | ResNet50 | ONNX | float | Qualcomm® QCS8450 | 3.18 ms | 1 - 54 MB | NPU
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+ | ResNet50 | ONNX | float | Snapdragon® 8 Elite Mobile | 1.218 ms | 0 - 54 MB | NPU
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+ | ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.057 ms | 1 - 49 MB | NPU
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+ | ResNet50 | ONNX | float | Qualcomm® QCS9075 | 3.168 ms | 1 - 46 MB | NPU
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+ | ResNet50 | ONNX | float | Qualcomm® QCS8750 | 1.218 ms | 0 - 54 MB | NPU
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+ | ResNet50 | ONNX | float | Qualcomm® QCS7181 | 1.914 ms | 181 - 181 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.415 ms | 181 - 181 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 0.831 ms | 181 - 181 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.687 ms | 0 - 75 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.216 ms | 0 - 75 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 2.884 ms | 0 - 45 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.91 ms | 0 - 35 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS8450 | 1.216 ms | 0 - 75 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.558 ms | 0 - 46 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.202 ms | 0 - 51 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 6.481 ms | 0 - 169 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.991 ms | 0 - 45 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.587 ms | 0 - 50 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS7790 | 1.202 ms | 0 - 51 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS8750 | 0.587 ms | 0 - 50 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS7181 | 0.831 ms | 181 - 181 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 1.219 ms | 1 - 1 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 2.327 ms | 1 - 1 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.621 ms | 0 - 76 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 3.727 ms | 0 - 61 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 | 10.725 ms | 1 - 46 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.242 ms | 1 - 136 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 | 3.727 ms | 0 - 61 MB | NPU
100
+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.262 ms | 1 - 51 MB | NPU
101
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 3.668 ms | 0 - 28 MB | NPU
102
+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.09 ms | 1 - 48 MB | NPU
103
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 10.725 ms | 1 - 46 MB | NPU
104
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.298 ms | 3 - 5 MB | NPU
105
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8750 | 1.262 ms | 1 - 51 MB | NPU
106
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS7181 | 2.327 ms | 1 - 1 MB | NPU
107
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.468 ms | 0 - 0 MB | NPU
108
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.933 ms | 0 - 0 MB | NPU
109
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.683 ms | 0 - 77 MB | NPU
110
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.193 ms | 0 - 78 MB | NPU
111
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.986 ms | 0 - 2 MB | NPU
112
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 2.015 ms | 0 - 45 MB | NPU
113
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.906 ms | 0 - 6 MB | NPU
114
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.193 ms | 0 - 78 MB | NPU
115
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.488 ms | 0 - 44 MB | NPU
116
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.223 ms | 0 - 51 MB | NPU
117
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 6.616 ms | 0 - 164 MB | NPU
118
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.968 ms | 0 - 2 MB | NPU
119
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.015 ms | 0 - 45 MB | NPU
120
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.525 ms | 0 - 42 MB | NPU
121
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.442 ms | 0 - 42 MB | NPU
122
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 1.223 ms | 0 - 51 MB | NPU
123
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.525 ms | 0 - 42 MB | NPU
124
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 0.933 ms | 0 - 0 MB | NPU
125
+ | ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.624 ms | 0 - 115 MB | NPU
126
+ | ResNet50 | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 3.745 ms | 0 - 95 MB | NPU
127
+ | ResNet50 | TFLITE | float | Qualcomm® QCS8275 | 10.663 ms | 0 - 69 MB | NPU
128
+ | ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.206 ms | 0 - 4 MB | NPU
129
+ | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 20.779 ms | 0 - 21 MB | GPU
130
+ | ResNet50 | TFLITE | float | Qualcomm® SA8650P | 20.779 ms | 0 - 21 MB | GPU
131
+ | ResNet50 | TFLITE | float | Qualcomm® SA8255P | 20.779 ms | 0 - 21 MB | GPU
132
+ | ResNet50 | TFLITE | float | Qualcomm® QCS8450 | 3.745 ms | 0 - 95 MB | NPU
133
+ | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.249 ms | 0 - 67 MB | NPU
134
+ | ResNet50 | TFLITE | float | Qualcomm® SA8295P | 3.638 ms | 0 - 50 MB | NPU
135
+ | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.092 ms | 0 - 66 MB | NPU
136
+ | ResNet50 | TFLITE | float | Qualcomm® SA7255P | 10.663 ms | 0 - 69 MB | NPU
137
+ | ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 3.338 ms | 0 - 52 MB | NPU
138
+ | ResNet50 | TFLITE | float | Qualcomm® QCS8750 | 1.249 ms | 0 - 67 MB | NPU
139
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.576 ms | 0 - 74 MB | NPU
140
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.05 ms | 0 - 80 MB | NPU
141
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.629 ms | 0 - 27 MB | NPU
142
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 | 1.775 ms | 0 - 42 MB | NPU
143
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.767 ms | 0 - 3 MB | NPU
144
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 21.203 ms | 1 - 25 MB | GPU
145
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8650P | 21.203 ms | 1 - 25 MB | GPU
146
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8255P | 21.203 ms | 1 - 25 MB | GPU
147
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 | 1.05 ms | 0 - 80 MB | NPU
148
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.448 ms | 0 - 42 MB | NPU
149
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.095 ms | 0 - 49 MB | NPU
150
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 6.164 ms | 0 - 161 MB | NPU
151
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.821 ms | 0 - 27 MB | NPU
152
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.775 ms | 0 - 42 MB | NPU
153
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.495 ms | 0 - 44 MB | NPU
154
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.295 ms | 0 - 39 MB | NPU
155
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS7790 | 1.095 ms | 0 - 49 MB | NPU
156
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.495 ms | 0 - 44 MB | NPU
157
 
158
  ## License
159
  * The license for the original implementation of ResNet50 can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
1
  {
2
- "version": "0.55.0",
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  "precisions": {
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  "w8a8": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "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/resnet50/releases/v0.55.0/resnet50-tflite-w8a8.zip"
12
  },
13
  "qnn_dlc": {
14
  "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/resnet50/releases/v0.55.0/resnet50-qnn_dlc-w8a8.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
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- "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.25.0"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.55.0/resnet50-onnx-w8a8.zip"
25
  }
26
  }
27
  },
@@ -30,22 +30,22 @@
30
  "tflite": {
31
  "tool_versions": {
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/resnet50/releases/v0.55.0/resnet50-tflite-float.zip"
36
  },
37
  "qnn_dlc": {
38
  "tool_versions": {
39
  "qairt": "2.45.0.260326154327"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.55.0/resnet50-qnn_dlc-float.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
- "qairt": "2.42.0.251225135753_193295",
46
  "onnx_runtime": "1.25.0"
47
  },
48
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.55.0/resnet50-onnx-float.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.56.0",
3
  "precisions": {
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  "w8a8": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.4"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.56.0/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/resnet50/releases/v0.56.0/resnet50-qnn_dlc-w8a8.zip"
18
  },
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  "onnx": {
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  "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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  "onnx_runtime": "1.25.0"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.56.0/resnet50-onnx-w8a8.zip"
25
  }
26
  }
27
  },
 
30
  "tflite": {
31
  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.4"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.56.0/resnet50-tflite-float.zip"
36
  },
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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/resnet50/releases/v0.56.0/resnet50-qnn_dlc-float.zip"
42
  },
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  "onnx": {
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  "tool_versions": {
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  "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.56.0/resnet50-onnx-float.zip"
49
  }
50
  }
51
  }