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Inception-v3

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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 +72 -68
README.md CHANGED
@@ -28,12 +28,12 @@ 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/inception_v3/releases/v0.46.0/inception_v3-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/inception_v3/releases/v0.46.0/inception_v3-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/inception_v3/releases/v0.46.0/inception_v3-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/inception_v3/releases/v0.46.0/inception_v3-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/inception_v3/releases/v0.46.0/inception_v3-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/inception_v3/releases/v0.46.0/inception_v3-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Inception-v3 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/inception_v3)**.
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@@ -64,68 +64,72 @@ See our repository for [Inception-v3 on GitHub](https://github.com/quic/ai-hub-m
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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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  | Inception-v3 | ONNX | float | Snapdragon® X Elite | 1.518 ms | 46 - 46 MB | NPU
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- | Inception-v3 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.26 ms | 0 - 122 MB | NPU
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- | Inception-v3 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.66 ms | 0 - 54 MB | NPU
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- | Inception-v3 | ONNX | float | Qualcomm® QCS9075 | 2.373 ms | 0 - 4 MB | NPU
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- | Inception-v3 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.04 ms | 0 - 102 MB | NPU
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- | Inception-v3 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.917 ms | 0 - 103 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Snapdragon® X Elite | 0.702 ms | 24 - 24 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.672 ms | 0 - 162 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS6490 | 24.544 ms | 8 - 41 MB | CPU
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- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.86 ms | 0 - 225 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.947 ms | 0 - 3 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCM6690 | 17.95 ms | 10 - 20 MB | CPU
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- | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.557 ms | 0 - 123 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 13.886 ms | 10 - 20 MB | CPU
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- | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.521 ms | 0 - 124 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Snapdragon® X Elite | 1.426 ms | 1 - 1 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.02 ms | 0 - 56 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.735 ms | 1 - 32 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.374 ms | 1 - 192 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® SA8775P | 2.203 ms | 0 - 35 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS9075 | 2.048 ms | 1 - 3 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.342 ms | 0 - 55 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® SA7255P | 7.735 ms | 1 - 32 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® SA8295P | 2.628 ms | 0 - 31 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.849 ms | 1 - 35 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.764 ms | 1 - 37 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.693 ms | 0 - 0 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.48 ms | 0 - 77 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.29 ms | 0 - 2 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.527 ms | 0 - 47 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.629 ms | 0 - 2 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.779 ms | 0 - 51 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.62 ms | 2 - 4 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 5.798 ms | 0 - 50 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.896 ms | 0 - 74 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.527 ms | 0 - 47 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.134 ms | 0 - 45 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.404 ms | 0 - 47 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.983 ms | 0 - 50 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.368 ms | 0 - 51 MB | NPU
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- | Inception-v3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.026 ms | 0 - 125 MB | NPU
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- | Inception-v3 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.782 ms | 0 - 73 MB | NPU
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- | Inception-v3 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.375 ms | 0 - 3 MB | NPU
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- | Inception-v3 | TFLITE | float | Qualcomm® SA8775P | 2.238 ms | 0 - 75 MB | NPU
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- | Inception-v3 | TFLITE | float | Qualcomm® QCS9075 | 2.047 ms | 0 - 48 MB | NPU
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- | Inception-v3 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.344 ms | 0 - 126 MB | NPU
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- | Inception-v3 | TFLITE | float | Qualcomm® SA7255P | 7.782 ms | 0 - 73 MB | NPU
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- | Inception-v3 | TFLITE | float | Qualcomm® SA8295P | 2.64 ms | 0 - 69 MB | NPU
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- | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.871 ms | 0 - 77 MB | NPU
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- | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.772 ms | 0 - 77 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.484 ms | 0 - 73 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.265 ms | 0 - 25 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.616 ms | 0 - 47 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.644 ms | 0 - 2 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.852 ms | 0 - 50 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.699 ms | 0 - 25 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCM6690 | 5.787 ms | 0 - 49 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.945 ms | 0 - 75 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.616 ms | 0 - 47 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.251 ms | 0 - 45 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.432 ms | 0 - 50 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.007 ms | 0 - 48 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.379 ms | 0 - 50 MB | NPU
 
 
 
 
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  ## License
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  * The license for the original implementation of Inception-v3 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/inception_v3/releases/v0.47.0/inception_v3-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/inception_v3/releases/v0.47.0/inception_v3-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/inception_v3/releases/v0.47.0/inception_v3-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/inception_v3/releases/v0.47.0/inception_v3-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/inception_v3/releases/v0.47.0/inception_v3-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/inception_v3/releases/v0.47.0/inception_v3-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Inception-v3 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/inception_v3)**.
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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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  | Inception-v3 | ONNX | float | Snapdragon® X Elite | 1.518 ms | 46 - 46 MB | NPU
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+ | Inception-v3 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.051 ms | 0 - 60 MB | NPU
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+ | Inception-v3 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.483 ms | 0 - 49 MB | NPU
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+ | Inception-v3 | ONNX | float | Qualcomm® QCS9075 | 2.177 ms | 0 - 4 MB | NPU
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+ | Inception-v3 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.925 ms | 0 - 34 MB | NPU
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+ | Inception-v3 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.805 ms | 0 - 39 MB | NPU
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+ | Inception-v3 | ONNX | float | Snapdragon® X2 Elite | 0.691 ms | 46 - 46 MB | NPU
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+ | Inception-v3 | ONNX | w8a8 | Snapdragon® X Elite | 0.729 ms | 23 - 23 MB | NPU
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+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.506 ms | 0 - 95 MB | NPU
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+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS6490 | 25.099 ms | 10 - 39 MB | CPU
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+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.66 ms | 0 - 26 MB | NPU
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+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.746 ms | 0 - 3 MB | NPU
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+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCM6690 | 17.931 ms | 10 - 19 MB | CPU
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+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.431 ms | 0 - 58 MB | NPU
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+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.066 ms | 10 - 21 MB | CPU
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+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.412 ms | 0 - 57 MB | NPU
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+ | Inception-v3 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.291 ms | 23 - 23 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Snapdragon® X Elite | 1.417 ms | 1 - 1 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.02 ms | 0 - 57 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.828 ms | 1 - 33 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.368 ms | 1 - 164 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® SA8775P | 2.247 ms | 1 - 35 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS9075 | 2.056 ms | 1 - 3 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.348 ms | 0 - 55 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® SA7255P | 7.828 ms | 1 - 33 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® SA8295P | 2.688 ms | 1 - 31 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.879 ms | 1 - 35 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.758 ms | 1 - 37 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Snapdragon® X2 Elite | 0.78 ms | 1 - 1 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.661 ms | 0 - 0 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.458 ms | 0 - 73 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.289 ms | 2 - 4 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.548 ms | 0 - 47 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.613 ms | 0 - 111 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.78 ms | 0 - 51 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.625 ms | 2 - 4 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 5.697 ms | 0 - 50 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.902 ms | 0 - 74 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.548 ms | 0 - 47 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.157 ms | 0 - 46 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.425 ms | 0 - 51 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.978 ms | 0 - 49 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.37 ms | 0 - 51 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.343 ms | 0 - 0 MB | NPU
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+ | Inception-v3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.018 ms | 0 - 127 MB | NPU
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+ | Inception-v3 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.849 ms | 0 - 73 MB | NPU
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+ | Inception-v3 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.367 ms | 0 - 132 MB | NPU
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+ | Inception-v3 | TFLITE | float | Qualcomm® SA8775P | 2.265 ms | 0 - 74 MB | NPU
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+ | Inception-v3 | TFLITE | float | Qualcomm® QCS9075 | 2.057 ms | 0 - 48 MB | NPU
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+ | Inception-v3 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.35 ms | 0 - 124 MB | NPU
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+ | Inception-v3 | TFLITE | float | Qualcomm® SA7255P | 7.849 ms | 0 - 73 MB | NPU
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+ | Inception-v3 | TFLITE | float | Qualcomm® SA8295P | 2.694 ms | 0 - 70 MB | NPU
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+ | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.886 ms | 0 - 76 MB | NPU
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+ | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.758 ms | 0 - 76 MB | NPU
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+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.485 ms | 0 - 75 MB | NPU
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+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.3 ms | 0 - 25 MB | NPU
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+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.677 ms | 0 - 46 MB | NPU
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+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.643 ms | 0 - 1 MB | NPU
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+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.878 ms | 0 - 50 MB | NPU
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+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.704 ms | 0 - 25 MB | NPU
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+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCM6690 | 5.836 ms | 0 - 50 MB | NPU
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+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.951 ms | 0 - 76 MB | NPU
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+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.677 ms | 0 - 46 MB | NPU
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+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.296 ms | 0 - 45 MB | NPU
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+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.416 ms | 0 - 45 MB | NPU
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+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.023 ms | 0 - 49 MB | NPU
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+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.38 ms | 0 - 49 MB | NPU
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  ## License
135
  * The license for the original implementation of Inception-v3 can be found