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v0.47.0

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See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

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  1. README.md +70 -66
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 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/googlenet/releases/v0.46.0/googlenet-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/googlenet/releases/v0.46.0/googlenet-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/googlenet/releases/v0.46.0/googlenet-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/googlenet/releases/v0.46.0/googlenet-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/googlenet/releases/v0.46.0/googlenet-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/googlenet/releases/v0.46.0/googlenet-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[GoogLeNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/googlenet)**.
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@@ -62,69 +62,73 @@ See our repository for [GoogLeNet on GitHub](https://github.com/quic/ai-hub-mode
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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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- | GoogLeNet | ONNX | float | Snapdragon® X Elite | 1.038 ms | 13 - 13 MB | NPU
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- | GoogLeNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.743 ms | 0 - 116 MB | NPU
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- | GoogLeNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.054 ms | 0 - 146 MB | NPU
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- | GoogLeNet | ONNX | float | Qualcomm® QCS9075 | 1.776 ms | 1 - 3 MB | NPU
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- | GoogLeNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.579 ms | 0 - 98 MB | NPU
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- | GoogLeNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.498 ms | 0 - 97 MB | NPU
 
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  | GoogLeNet | ONNX | w8a8 | Snapdragon® X Elite | 0.418 ms | 7 - 7 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.394 ms | 0 - 119 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® QCS6490 | 13.8 ms | 6 - 18 MB | CPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.495 ms | 0 - 45 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® QCS9075 | 0.603 ms | 0 - 3 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® QCM6690 | 9.08 ms | 8 - 16 MB | CPU
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- | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.302 ms | 0 - 103 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.951 ms | 7 - 16 MB | CPU
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- | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.278 ms | 0 - 102 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Snapdragon® X Elite | 0.98 ms | 1 - 1 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.57 ms | 0 - 44 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.024 ms | 1 - 28 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.831 ms | 1 - 2 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® SA8775P | 1.533 ms | 1 - 30 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® QCS9075 | 1.51 ms | 3 - 5 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.766 ms | 0 - 45 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® SA7255P | 5.024 ms | 1 - 28 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® SA8295P | 1.796 ms | 0 - 25 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.466 ms | 0 - 31 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.377 ms | 1 - 31 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.364 ms | 0 - 0 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.19 ms | 0 - 41 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.038 ms | 0 - 2 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.817 ms | 0 - 27 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.24 ms | 0 - 2 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.416 ms | 0 - 29 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.343 ms | 2 - 4 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 2.232 ms | 0 - 28 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.415 ms | 0 - 43 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.817 ms | 0 - 27 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.602 ms | 0 - 25 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.167 ms | 0 - 31 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.329 ms | 0 - 28 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.14 ms | 0 - 30 MB | NPU
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- | GoogLeNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.565 ms | 0 - 54 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.047 ms | 0 - 34 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.846 ms | 0 - 1 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® SA8775P | 1.558 ms | 0 - 38 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® QCS9075 | 1.525 ms | 0 - 16 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.766 ms | 0 - 56 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® SA7255P | 5.047 ms | 0 - 34 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® SA8295P | 1.822 ms | 0 - 32 MB | NPU
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- | GoogLeNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.468 ms | 0 - 40 MB | NPU
 
 
 
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  | GoogLeNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.384 ms | 0 - 38 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.187 ms | 0 - 41 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.96 ms | 0 - 8 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.846 ms | 0 - 28 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.251 ms | 0 - 2 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.429 ms | 0 - 29 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.36 ms | 0 - 9 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.227 ms | 0 - 27 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.426 ms | 0 - 42 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.846 ms | 0 - 28 MB | NPU
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  | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.63 ms | 0 - 25 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.175 ms | 0 - 31 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.334 ms | 0 - 27 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.139 ms | 0 - 30 MB | NPU
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  ## License
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  * The license for the original implementation of GoogLeNet 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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/googlenet/releases/v0.47.0/googlenet-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/googlenet/releases/v0.47.0/googlenet-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/googlenet/releases/v0.47.0/googlenet-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/googlenet/releases/v0.47.0/googlenet-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/googlenet/releases/v0.47.0/googlenet-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/googlenet/releases/v0.47.0/googlenet-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[GoogLeNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/googlenet)**.
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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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+ | GoogLeNet | ONNX | float | Snapdragon® X Elite | 0.98 ms | 13 - 13 MB | NPU
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+ | GoogLeNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.568 ms | 0 - 49 MB | NPU
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+ | GoogLeNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.863 ms | 1 - 3 MB | NPU
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+ | GoogLeNet | ONNX | float | Qualcomm® QCS9075 | 1.545 ms | 1 - 3 MB | NPU
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+ | GoogLeNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.472 ms | 0 - 26 MB | NPU
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+ | GoogLeNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.396 ms | 0 - 31 MB | NPU
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+ | GoogLeNet | ONNX | float | Snapdragon® X2 Elite | 0.416 ms | 13 - 13 MB | NPU
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  | GoogLeNet | ONNX | w8a8 | Snapdragon® X Elite | 0.418 ms | 7 - 7 MB | NPU
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+ | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.229 ms | 0 - 48 MB | NPU
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+ | GoogLeNet | ONNX | w8a8 | Qualcomm® QCS6490 | 13.814 ms | 8 - 18 MB | CPU
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+ | GoogLeNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.303 ms | 0 - 9 MB | NPU
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+ | GoogLeNet | ONNX | w8a8 | Qualcomm® QCS9075 | 0.429 ms | 0 - 3 MB | NPU
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+ | GoogLeNet | ONNX | w8a8 | Qualcomm® QCM6690 | 9.195 ms | 8 - 16 MB | CPU
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+ | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.193 ms | 0 - 35 MB | NPU
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+ | GoogLeNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.074 ms | 8 - 17 MB | CPU
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+ | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.174 ms | 0 - 34 MB | NPU
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+ | GoogLeNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.172 ms | 7 - 7 MB | NPU
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+ | GoogLeNet | QNN_DLC | float | Snapdragon® X Elite | 0.956 ms | 1 - 1 MB | NPU
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+ | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.553 ms | 0 - 45 MB | NPU
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+ | GoogLeNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.002 ms | 1 - 28 MB | NPU
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+ | GoogLeNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.807 ms | 1 - 2 MB | NPU
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+ | GoogLeNet | QNN_DLC | float | Qualcomm® SA8775P | 1.527 ms | 1 - 31 MB | NPU
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+ | GoogLeNet | QNN_DLC | float | Qualcomm® QCS9075 | 1.516 ms | 1 - 3 MB | NPU
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+ | GoogLeNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.764 ms | 0 - 46 MB | NPU
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+ | GoogLeNet | QNN_DLC | float | Qualcomm® SA7255P | 5.002 ms | 1 - 28 MB | NPU
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+ | GoogLeNet | QNN_DLC | float | Qualcomm® SA8295P | 1.779 ms | 0 - 25 MB | NPU
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+ | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.45 ms | 0 - 27 MB | NPU
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+ | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.376 ms | 1 - 31 MB | NPU
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+ | GoogLeNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.521 ms | 1 - 1 MB | NPU
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+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.343 ms | 0 - 0 MB | NPU
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+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.179 ms | 0 - 42 MB | NPU
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+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.049 ms | 0 - 2 MB | NPU
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+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.808 ms | 0 - 28 MB | NPU
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+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.241 ms | 0 - 85 MB | NPU
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+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.424 ms | 0 - 29 MB | NPU
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+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.334 ms | 0 - 2 MB | NPU
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+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 2.241 ms | 0 - 29 MB | NPU
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+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.42 ms | 0 - 43 MB | NPU
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+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.808 ms | 0 - 28 MB | NPU
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+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.609 ms | 0 - 25 MB | NPU
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+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.149 ms | 0 - 27 MB | NPU
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+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.331 ms | 0 - 28 MB | NPU
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+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.146 ms | 0 - 30 MB | NPU
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+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.227 ms | 0 - 0 MB | NPU
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+ | GoogLeNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.55 ms | 0 - 56 MB | NPU
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+ | GoogLeNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.964 ms | 0 - 34 MB | NPU
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+ | GoogLeNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.809 ms | 0 - 5 MB | NPU
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+ | GoogLeNet | TFLITE | float | Qualcomm® SA8775P | 1.55 ms | 0 - 38 MB | NPU
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+ | GoogLeNet | TFLITE | float | Qualcomm® QCS9075 | 1.526 ms | 0 - 16 MB | NPU
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+ | GoogLeNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.77 ms | 0 - 56 MB | NPU
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+ | GoogLeNet | TFLITE | float | Qualcomm® SA7255P | 4.964 ms | 0 - 34 MB | NPU
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+ | GoogLeNet | TFLITE | float | Qualcomm® SA8295P | 1.791 ms | 0 - 32 MB | NPU
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+ | GoogLeNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.448 ms | 0 - 35 MB | NPU
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  | GoogLeNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.384 ms | 0 - 38 MB | NPU
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+ | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.185 ms | 0 - 42 MB | NPU
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+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.891 ms | 0 - 8 MB | NPU
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+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.829 ms | 0 - 26 MB | NPU
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+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.242 ms | 0 - 1 MB | NPU
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+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.441 ms | 0 - 28 MB | NPU
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+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.352 ms | 0 - 9 MB | NPU
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+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.242 ms | 0 - 29 MB | NPU
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+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.416 ms | 0 - 43 MB | NPU
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+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.829 ms | 0 - 26 MB | NPU
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  | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.63 ms | 0 - 25 MB | NPU
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+ | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.158 ms | 0 - 31 MB | NPU
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+ | GoogLeNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.33 ms | 0 - 28 MB | NPU
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+ | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.143 ms | 0 - 30 MB | NPU
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  ## License
134
  * The license for the original implementation of GoogLeNet can be found