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v0.55.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.

Files changed (2) hide show
  1. README.md +88 -88
  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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.54.0/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/resnet50/releases/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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 +64,90 @@ 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 | 1.061 ms | 1 - 75 MB | NPU
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- | ResNet50 | ONNX | float | Snapdragon® 8 Elite Mobile | 1.243 ms | 0 - 54 MB | NPU
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- | ResNet50 | ONNX | float | Snapdragon® X2 Elite | 0.98 ms | 49 - 49 MB | NPU
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- | ResNet50 | ONNX | float | Snapdragon® X Elite | 2.071 ms | 49 - 49 MB | NPU
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- | ResNet50 | ONNX | float | Snapdragon® X Elite | 2.071 ms | 49 - 49 MB | NPU
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- | ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.476 ms | 0 - 83 MB | NPU
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- | ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.989 ms | 0 - 10 MB | NPU
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- | ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.243 ms | 0 - 54 MB | NPU
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- | ResNet50 | ONNX | float | Qualcomm® QCS9075 | 3.177 ms | 0 - 4 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.549 ms | 0 - 45 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.581 ms | 0 - 46 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.483 ms | 25 - 25 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 0.954 ms | 25 - 25 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 0.954 ms | 25 - 25 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.677 ms | 0 - 80 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 32.0 ms | 8 - 27 MB | CPU
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- | ResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.894 ms | 0 - 2 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 17.798 ms | 6 - 14 MB | CPU
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- | ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 23.239 ms | 6 - 14 MB | CPU
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- | ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.969 ms | 0 - 3 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.581 ms | 0 - 46 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 17.798 ms | 6 - 14 MB | CPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.089 ms | 1 - 50 MB | NPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.259 ms | 0 - 48 MB | NPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 1.218 ms | 1 - 1 MB | NPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 2.334 ms | 1 - 1 MB | NPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 2.334 ms | 1 - 1 MB | NPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.603 ms | 0 - 76 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.214 ms | 1 - 2 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.356 ms | 1 - 47 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.356 ms | 1 - 47 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.356 ms | 1 - 47 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 10.693 ms | 1 - 45 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.755 ms | 0 - 61 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 3.667 ms | 0 - 29 MB | NPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.259 ms | 0 - 48 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.307 ms | 1 - 3 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.48 ms | 0 - 46 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.53 ms | 0 - 45 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.48 ms | 0 - 0 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.946 ms | 0 - 0 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.946 ms | 0 - 0 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.678 ms | 0 - 72 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.039 ms | 2 - 4 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.895 ms | 0 - 2 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.087 ms | 0 - 44 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.087 ms | 0 - 44 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.087 ms | 0 - 44 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.228 ms | 0 - 49 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 6.418 ms | 0 - 162 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.966 ms | 0 - 2 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.53 ms | 0 - 45 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.185 ms | 0 - 73 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.026 ms | 0 - 42 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.44 ms | 0 - 40 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.228 ms | 0 - 49 MB | NPU
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- | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.084 ms | 0 - 71 MB | NPU
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- | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.249 ms | 0 - 72 MB | NPU
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- | ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.581 ms | 0 - 109 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.234 ms | 0 - 85 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.34 ms | 0 - 70 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.34 ms | 0 - 70 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.34 ms | 0 - 70 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® SA7255P | 10.619 ms | 0 - 69 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.73 ms | 0 - 96 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® SA8295P | 3.622 ms | 0 - 50 MB | NPU
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- | ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.249 ms | 0 - 72 MB | NPU
134
- | ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 3.337 ms | 0 - 52 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 Elite Mobile | 0.485 ms | 0 - 45 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.578 ms | 0 - 74 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.727 ms | 0 - 27 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.763 ms | 0 - 2 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.966 ms | 0 - 45 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.966 ms | 0 - 45 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.966 ms | 0 - 45 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.096 ms | 0 - 49 MB | NPU
144
- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 6.108 ms | 0 - 162 MB | NPU
145
- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.82 ms | 0 - 27 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.485 ms | 0 - 45 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.049 ms | 0 - 75 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.766 ms | 0 - 42 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.29 ms | 0 - 40 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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  ## 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
  |---|---|---|---|---|
32
+ | 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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39
  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
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
+ | ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.062 ms | 1 - 73 MB | NPU
68
+ | ResNet50 | ONNX | float | Snapdragon® X2 Elite | 0.983 ms | 212 - 212 MB | NPU
69
+ | ResNet50 | ONNX | float | Snapdragon® X Elite | 1.931 ms | 149 - 149 MB | NPU
70
+ | ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.474 ms | 0 - 85 MB | NPU
71
+ | ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.0 ms | 0 - 69 MB | NPU
72
+ | ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.243 ms | 0 - 50 MB | NPU
73
+ | ResNet50 | ONNX | float | Qualcomm® QCS9075 | 3.177 ms | 1 - 46 MB | NPU
74
+ | 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
81
+ | ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 17.721 ms | 12 - 21 MB | CPU
82
+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 23.402 ms | 7 - 15 MB | CPU
83
+ | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.576 ms | 0 - 49 MB | NPU
84
+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 1.0 ms | 0 - 45 MB | NPU
85
+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS7790 | 17.721 ms | 12 - 21 MB | CPU
86
+ | 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
89
+ | 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
91
+ | 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
97
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 3.669 ms | 0 - 28 MB | NPU
98
+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.262 ms | 0 - 50 MB | NPU
99
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 10.731 ms | 1 - 46 MB | NPU
100
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.325 ms | 1 - 3 MB | NPU
101
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8750 | 1.262 ms | 0 - 50 MB | NPU
102
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS7181 | 2.338 ms | 1 - 1 MB | NPU
103
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.477 ms | 0 - 47 MB | NPU
104
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.477 ms | 0 - 0 MB | NPU
105
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.932 ms | 0 - 0 MB | NPU
106
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.688 ms | 0 - 78 MB | NPU
107
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.922 ms | 0 - 2 MB | NPU
108
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 2.058 ms | 0 - 45 MB | NPU
109
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.902 ms | 0 - 11 MB | NPU
110
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.092 ms | 0 - 46 MB | NPU
111
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.092 ms | 0 - 46 MB | NPU
112
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.092 ms | 0 - 46 MB | NPU
113
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.058 ms | 0 - 45 MB | NPU
114
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.222 ms | 0 - 51 MB | NPU
115
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.458 ms | 0 - 42 MB | NPU
116
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 6.621 ms | 0 - 164 MB | NPU
117
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.536 ms | 0 - 47 MB | NPU
118
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.966 ms | 2 - 4 MB | NPU
119
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.193 ms | 0 - 75 MB | NPU
120
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 1.222 ms | 0 - 51 MB | NPU
121
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.536 ms | 0 - 47 MB | NPU
122
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 0.932 ms | 0 - 0 MB | NPU
123
+ | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.08 ms | 0 - 71 MB | NPU
124
+ | ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.59 ms | 0 - 113 MB | NPU
125
+ | ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.226 ms | 0 - 2 MB | NPU
126
+ | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.352 ms | 0 - 70 MB | NPU
127
+ | ResNet50 | TFLITE | float | Qualcomm® SA8650P | 3.352 ms | 0 - 70 MB | NPU
128
+ | ResNet50 | TFLITE | float | Qualcomm® SA8255P | 3.352 ms | 0 - 70 MB | NPU
129
+ | ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.735 ms | 0 - 96 MB | NPU
130
+ | ResNet50 | TFLITE | float | Qualcomm® SA8295P | 3.647 ms | 0 - 50 MB | NPU
131
+ | 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
133
+ | ResNet50 | TFLITE | float | Qualcomm® QCS8750 | 1.251 ms | 0 - 70 MB | NPU
 
134
  | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.445 ms | 0 - 46 MB | NPU
135
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.576 ms | 0 - 78 MB | NPU
136
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.767 ms | 0 - 27 MB | NPU
137
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 | 1.745 ms | 0 - 42 MB | NPU
138
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.759 ms | 0 - 11 MB | NPU
139
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.963 ms | 0 - 45 MB | NPU
140
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8650P | 0.963 ms | 0 - 45 MB | NPU
141
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8255P | 0.963 ms | 0 - 45 MB | NPU
142
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.745 ms | 0 - 42 MB | NPU
 
 
 
 
 
 
143
  | ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.096 ms | 0 - 49 MB | NPU
144
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.285 ms | 0 - 39 MB | NPU
145
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 6.229 ms | 0 - 161 MB | NPU
146
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.482 ms | 0 - 40 MB | NPU
147
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.818 ms | 0 - 27 MB | NPU
148
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.052 ms | 0 - 75 MB | NPU
149
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS7790 | 1.096 ms | 0 - 49 MB | NPU
150
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.482 ms | 0 - 40 MB | NPU
151
 
152
  ## License
153
  * The license for the original implementation of ResNet50 can be found
release_assets.json CHANGED
@@ -1,51 +1,51 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.54.0/resnet50-qnn_dlc-float.zip"
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- "w8a8": {
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  {
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  "onnx": {
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  "qnn_dlc": {
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