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v0.49.1

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See https://github.com/qualcomm/ai-hub-models/releases/v0.49.1 for changelog.

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  1. README.md +58 -58
README.md CHANGED
@@ -30,11 +30,11 @@ 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/mobilenet_v3_large/releases/v0.48.0/mobilenet_v3_large-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.48.0/mobilenet_v3_large-onnx-w8a16.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/mobilenet_v3_large/releases/v0.48.0/mobilenet_v3_large-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.48.0/mobilenet_v3_large-qnn_dlc-w8a16.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/mobilenet_v3_large/releases/v0.48.0/mobilenet_v3_large-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[MobileNet-v3-Large on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilenet_v3_large)**.
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@@ -64,60 +64,60 @@ See our repository for [MobileNet-v3-Large on GitHub](https://github.com/qualcom
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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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- | MobileNet-v3-Large | ONNX | float | Snapdragon® X2 Elite | 0.361 ms | 13 - 13 MB | NPU
 
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  | MobileNet-v3-Large | ONNX | float | Snapdragon® X Elite | 0.853 ms | 12 - 12 MB | NPU
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- | MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.501 ms | 0 - 54 MB | NPU
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- | MobileNet-v3-Large | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.717 ms | 1 - 2 MB | NPU
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- | MobileNet-v3-Large | ONNX | float | Qualcomm® QCS9075 | 1.003 ms | 1 - 3 MB | NPU
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- | MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.398 ms | 0 - 34 MB | NPU
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- | MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.357 ms | 0 - 39 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® X2 Elite | 0.314 ms | 6 - 6 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® X Elite | 0.847 ms | 6 - 6 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.47 ms | 0 - 58 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCS6490 | 55.177 ms | 24 - 28 MB | CPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.681 ms | 0 - 9 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCS9075 | 0.861 ms | 0 - 3 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCM6690 | 20.303 ms | 25 - 33 MB | CPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.365 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 14.391 ms | 25 - 34 MB | CPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.29 ms | 0 - 41 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X2 Elite | 0.56 ms | 1 - 1 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X Elite | 1.212 ms | 1 - 1 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.683 ms | 0 - 54 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 2.974 ms | 1 - 35 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.046 ms | 1 - 2 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8775P | 5.911 ms | 1 - 35 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS9075 | 1.23 ms | 3 - 5 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.905 ms | 0 - 58 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA7255P | 2.974 ms | 1 - 35 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8295P | 1.844 ms | 0 - 34 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.525 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.441 ms | 1 - 40 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.513 ms | 0 - 0 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.122 ms | 0 - 0 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.661 ms | 0 - 48 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 2.782 ms | 2 - 4 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.088 ms | 0 - 32 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.934 ms | 0 - 2 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.169 ms | 0 - 34 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.142 ms | 0 - 2 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 4.052 ms | 0 - 146 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.225 ms | 0 - 52 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.088 ms | 0 - 32 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.625 ms | 0 - 32 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.46 ms | 0 - 31 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.991 ms | 0 - 31 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.373 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.711 ms | 0 - 66 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 3.081 ms | 0 - 40 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.066 ms | 0 - 88 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8775P | 1.411 ms | 0 - 43 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS9075 | 1.278 ms | 0 - 15 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.937 ms | 0 - 65 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA7255P | 3.081 ms | 0 - 40 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8295P | 1.887 ms | 0 - 40 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.535 ms | 0 - 40 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.446 ms | 0 - 45 MB | NPU
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  ## License
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  * The license for the original implementation of MobileNet-v3-Large 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/mobilenet_v3_large/releases/v0.49.1/mobilenet_v3_large-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.49.1/mobilenet_v3_large-onnx-w8a16.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/mobilenet_v3_large/releases/v0.49.1/mobilenet_v3_large-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.49.1/mobilenet_v3_large-qnn_dlc-w8a16.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/mobilenet_v3_large/releases/v0.49.1/mobilenet_v3_large-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[MobileNet-v3-Large on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilenet_v3_large)**.
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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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+ | MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.358 ms | 0 - 38 MB | NPU
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+ | MobileNet-v3-Large | ONNX | float | Snapdragon® X2 Elite | 0.338 ms | 13 - 13 MB | NPU
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  | MobileNet-v3-Large | ONNX | float | Snapdragon® X Elite | 0.853 ms | 12 - 12 MB | NPU
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+ | MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.497 ms | 0 - 54 MB | NPU
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+ | MobileNet-v3-Large | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.712 ms | 0 - 15 MB | NPU
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+ | MobileNet-v3-Large | ONNX | float | Qualcomm® QCS9075 | 1.007 ms | 1 - 3 MB | NPU
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+ | MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.414 ms | 0 - 33 MB | NPU
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+ | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.291 ms | 0 - 41 MB | NPU
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+ | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® X2 Elite | 0.316 ms | 6 - 6 MB | NPU
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+ | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® X Elite | 0.837 ms | 6 - 6 MB | NPU
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+ | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.47 ms | 0 - 57 MB | NPU
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+ | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCS6490 | 54.142 ms | 24 - 27 MB | CPU
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+ | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.686 ms | 0 - 43 MB | NPU
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+ | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCS9075 | 0.856 ms | 0 - 3 MB | NPU
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+ | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCM6690 | 20.388 ms | 22 - 31 MB | CPU
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+ | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.368 ms | 0 - 34 MB | NPU
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+ | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 14.39 ms | 24 - 33 MB | CPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.443 ms | 1 - 40 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X2 Elite | 0.558 ms | 1 - 1 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X Elite | 1.225 ms | 1 - 1 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.683 ms | 0 - 55 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 2.957 ms | 1 - 35 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.05 ms | 0 - 9 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8775P | 1.375 ms | 1 - 38 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS9075 | 1.225 ms | 1 - 3 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.909 ms | 0 - 58 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA7255P | 2.957 ms | 1 - 35 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8295P | 1.866 ms | 0 - 35 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.526 ms | 0 - 35 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.369 ms | 0 - 35 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.517 ms | 0 - 0 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.095 ms | 0 - 0 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.662 ms | 0 - 49 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 2.789 ms | 2 - 4 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.103 ms | 0 - 34 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.932 ms | 0 - 82 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.156 ms | 0 - 34 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.138 ms | 0 - 2 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 4.039 ms | 0 - 147 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.222 ms | 0 - 52 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.103 ms | 0 - 34 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.611 ms | 0 - 32 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.455 ms | 0 - 31 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.987 ms | 0 - 31 MB | NPU
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+ | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.444 ms | 0 - 45 MB | NPU
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+ | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.704 ms | 0 - 64 MB | NPU
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+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 3.144 ms | 0 - 40 MB | NPU
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+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.064 ms | 0 - 126 MB | NPU
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+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8775P | 1.428 ms | 0 - 43 MB | NPU
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+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS9075 | 1.27 ms | 0 - 15 MB | NPU
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+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.934 ms | 0 - 64 MB | NPU
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+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA7255P | 3.144 ms | 0 - 40 MB | NPU
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+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8295P | 1.89 ms | 0 - 41 MB | NPU
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+ | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.534 ms | 0 - 47 MB | NPU
 
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  ## License
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  * The license for the original implementation of MobileNet-v3-Large can be found