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v0.50.2

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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +72 -72
  2. release_assets.json +1 -1
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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.50.1/resnet50-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.50.1/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/resnet50/releases/v0.50.1/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/resnet50/releases/v0.50.1/resnet50-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.50.1/resnet50-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.50.1/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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@@ -64,73 +64,73 @@ 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 | 1.063 ms | 1 - 75 MB | NPU
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- | ResNet50 | ONNX | float | Snapdragon® X2 Elite | 0.989 ms | 49 - 49 MB | NPU
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- | ResNet50 | ONNX | float | Snapdragon® X Elite | 2.091 ms | 49 - 49 MB | NPU
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- | ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.476 ms | 0 - 79 MB | NPU
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- | ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.994 ms | 1 - 3 MB | NPU
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- | ResNet50 | ONNX | float | Qualcomm® QCS9075 | 3.163 ms | 0 - 4 MB | NPU
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- | ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.247 ms | 0 - 44 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.557 ms | 0 - 45 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.411 ms | 25 - 25 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 0.964 ms | 25 - 25 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.674 ms | 0 - 83 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 31.435 ms | 8 - 27 MB | CPU
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- | ResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.927 ms | 0 - 35 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.973 ms | 0 - 3 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 23.518 ms | 4 - 12 MB | CPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.585 ms | 0 - 44 MB | NPU
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- | ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 17.843 ms | 7 - 15 MB | CPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.083 ms | 1 - 51 MB | NPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 1.244 ms | 1 - 1 MB | NPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 2.305 ms | 1 - 1 MB | NPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.616 ms | 1 - 84 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 10.638 ms | 1 - 46 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.19 ms | 1 - 2 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.362 ms | 1 - 48 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.319 ms | 1 - 3 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.749 ms | 0 - 62 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 10.638 ms | 1 - 46 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 3.668 ms | 0 - 30 MB | NPU
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- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.277 ms | 0 - 50 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.481 ms | 0 - 41 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.472 ms | 0 - 0 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.953 ms | 0 - 0 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.675 ms | 0 - 70 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.007 ms | 0 - 2 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.984 ms | 0 - 41 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.9 ms | 0 - 2 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.143 ms | 0 - 41 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.971 ms | 2 - 4 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 6.483 ms | 0 - 161 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.195 ms | 0 - 72 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.984 ms | 0 - 41 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.42 ms | 0 - 39 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.526 ms | 0 - 38 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.235 ms | 0 - 48 MB | NPU
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  | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.083 ms | 0 - 83 MB | NPU
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- | ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.581 ms | 0 - 120 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 10.508 ms | 0 - 80 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.201 ms | 0 - 2 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.358 ms | 0 - 81 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 3.352 ms | 0 - 52 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.731 ms | 0 - 108 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® SA7255P | 10.508 ms | 0 - 80 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® SA8295P | 3.61 ms | 0 - 62 MB | NPU
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- | ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.26 ms | 0 - 82 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.439 ms | 0 - 41 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.581 ms | 0 - 73 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.6 ms | 0 - 27 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.772 ms | 0 - 40 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.764 ms | 0 - 8 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.983 ms | 0 - 42 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® QCM6690 | 6.147 ms | 0 - 160 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.06 ms | 0 - 73 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.772 ms | 0 - 40 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.302 ms | 0 - 37 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.482 ms | 0 - 42 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.088 ms | 0 - 47 MB | NPU
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  ## License
136
  * The license for the original implementation of 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/resnet50/releases/v0.50.2/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/v0.50.2/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/resnet50/releases/v0.50.2/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/resnet50/releases/v0.50.2/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/resnet50/releases/v0.50.2/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/resnet50/releases/v0.50.2/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
  ## 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 | 1.056 ms | 1 - 75 MB | NPU
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+ | ResNet50 | ONNX | float | Snapdragon® X2 Elite | 0.981 ms | 49 - 49 MB | NPU
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+ | ResNet50 | ONNX | float | Snapdragon® X Elite | 2.087 ms | 49 - 49 MB | NPU
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+ | ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.485 ms | 0 - 85 MB | NPU
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+ | ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.999 ms | 0 - 33 MB | NPU
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+ | ResNet50 | ONNX | float | Qualcomm® QCS9075 | 3.175 ms | 0 - 4 MB | NPU
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+ | ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.275 ms | 0 - 54 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.554 ms | 0 - 46 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.416 ms | 25 - 25 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 0.965 ms | 25 - 25 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.681 ms | 0 - 82 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 32.093 ms | 10 - 29 MB | CPU
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+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.9 ms | 0 - 31 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.972 ms | 0 - 3 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 23.262 ms | 5 - 13 MB | CPU
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+ | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.595 ms | 0 - 48 MB | NPU
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+ | ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 18.001 ms | 8 - 16 MB | CPU
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+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.083 ms | 1 - 52 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 1.273 ms | 1 - 1 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 2.314 ms | 1 - 1 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.625 ms | 1 - 81 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 10.627 ms | 1 - 47 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.189 ms | 1 - 143 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.369 ms | 1 - 47 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.321 ms | 1 - 3 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.75 ms | 0 - 62 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 10.627 ms | 1 - 47 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 3.686 ms | 0 - 30 MB | NPU
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+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.263 ms | 0 - 49 MB | NPU
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+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.479 ms | 0 - 42 MB | NPU
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+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.481 ms | 0 - 0 MB | NPU
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+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.967 ms | 0 - 0 MB | NPU
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+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.686 ms | 0 - 70 MB | NPU
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+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.942 ms | 2 - 4 MB | NPU
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+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.017 ms | 0 - 41 MB | NPU
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+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.897 ms | 0 - 112 MB | NPU
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+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.111 ms | 0 - 44 MB | NPU
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+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.973 ms | 0 - 2 MB | NPU
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+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 6.469 ms | 0 - 162 MB | NPU
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+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.19 ms | 0 - 72 MB | NPU
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+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.017 ms | 0 - 41 MB | NPU
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+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.441 ms | 0 - 38 MB | NPU
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+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon�� 8 Elite For Galaxy Mobile | 0.523 ms | 0 - 38 MB | NPU
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+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.234 ms | 0 - 48 MB | NPU
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  | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.083 ms | 0 - 83 MB | NPU
112
+ | ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.576 ms | 0 - 121 MB | NPU
113
+ | ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 10.524 ms | 0 - 80 MB | NPU
114
+ | ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.202 ms | 0 - 2 MB | NPU
115
+ | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.373 ms | 0 - 81 MB | NPU
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+ | ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 3.354 ms | 0 - 52 MB | NPU
117
+ | ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.732 ms | 0 - 107 MB | NPU
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+ | ResNet50 | TFLITE | float | Qualcomm® SA7255P | 10.524 ms | 0 - 80 MB | NPU
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+ | ResNet50 | TFLITE | float | Qualcomm® SA8295P | 3.633 ms | 0 - 61 MB | NPU
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+ | ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.279 ms | 0 - 85 MB | NPU
121
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.447 ms | 0 - 43 MB | NPU
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+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.591 ms | 0 - 75 MB | NPU
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+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.705 ms | 0 - 26 MB | NPU
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+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.76 ms | 0 - 42 MB | NPU
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+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.761 ms | 0 - 9 MB | NPU
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+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.991 ms | 0 - 45 MB | NPU
127
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.827 ms | 0 - 27 MB | NPU
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+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 6.24 ms | 0 - 165 MB | NPU
129
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.055 ms | 0 - 77 MB | NPU
130
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.76 ms | 0 - 42 MB | NPU
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+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.291 ms | 0 - 39 MB | NPU
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+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.479 ms | 0 - 40 MB | NPU
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+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.083 ms | 0 - 49 MB | NPU
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135
  ## License
136
  * The license for the original implementation of ResNet50 can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- {"version":"0.50.1","precisions":{"w8a8":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.50.1/resnet50-tflite-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/resnet50/releases/v0.50.1/resnet50-qnn_dlc-w8a8.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.50.1/resnet50-onnx-w8a8.zip"}}},"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.50.1/resnet50-tflite-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/resnet50/releases/v0.50.1/resnet50-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.50.1/resnet50-onnx-float.zip"}}}}}
 
1
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