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v0.48.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.48.0 for changelog.

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  1. README.md +58 -58
README.md CHANGED
@@ -29,11 +29,11 @@ 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/efficientnet_b0/releases/v0.47.0/efficientnet_b0-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/efficientnet_b0/releases/v0.47.0/efficientnet_b0-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/efficientnet_b0/releases/v0.47.0/efficientnet_b0-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/efficientnet_b0/releases/v0.47.0/efficientnet_b0-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/efficientnet_b0/releases/v0.47.0/efficientnet_b0-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[EfficientNet-B0 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientnet_b0)**.
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@@ -63,59 +63,59 @@ See our repository for [EfficientNet-B0 on GitHub](https://github.com/qualcomm/a
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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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- | EfficientNet-B0 | ONNX | float | Snapdragon® X2 Elite | 0.667 ms | 13 - 13 MB | NPU
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- | EfficientNet-B0 | ONNX | float | Snapdragon® X Elite | 1.456 ms | 13 - 13 MB | NPU
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- | EfficientNet-B0 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.899 ms | 0 - 65 MB | NPU
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- | EfficientNet-B0 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.267 ms | 0 - 15 MB | NPU
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- | EfficientNet-B0 | ONNX | float | Qualcomm® QCS9075 | 1.629 ms | 1 - 3 MB | NPU
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- | EfficientNet-B0 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.696 ms | 0 - 37 MB | NPU
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- | EfficientNet-B0 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.546 ms | 0 - 43 MB | NPU
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- | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® X2 Elite | 0.579 ms | 6 - 6 MB | NPU
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- | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® X Elite | 1.636 ms | 6 - 6 MB | NPU
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- | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.947 ms | 0 - 85 MB | NPU
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- | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCS6490 | 113.227 ms | 43 - 46 MB | CPU
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- | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.419 ms | 0 - 10 MB | NPU
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- | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCS9075 | 1.621 ms | 0 - 3 MB | NPU
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- | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCM6690 | 48.896 ms | 41 - 51 MB | CPU
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- | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.671 ms | 0 - 61 MB | NPU
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- | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 39.043 ms | 42 - 51 MB | CPU
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- | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.559 ms | 0 - 58 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Snapdragon® X2 Elite | 0.879 ms | 1 - 1 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Snapdragon® X Elite | 1.766 ms | 1 - 1 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.078 ms | 0 - 63 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.93 ms | 1 - 38 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.57 ms | 1 - 2 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA8775P | 2.051 ms | 0 - 43 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS9075 | 1.868 ms | 1 - 3 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.624 ms | 0 - 74 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA7255P | 4.93 ms | 1 - 38 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA8295P | 3.65 ms | 1 - 46 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.818 ms | 1 - 40 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.607 ms | 1 - 44 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.816 ms | 0 - 0 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.924 ms | 0 - 0 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.147 ms | 0 - 65 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 4.115 ms | 2 - 4 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.327 ms | 0 - 45 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.692 ms | 0 - 2 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.969 ms | 0 - 49 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.857 ms | 0 - 2 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.462 ms | 0 - 163 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.951 ms | 0 - 67 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.327 ms | 0 - 45 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.419 ms | 0 - 43 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.785 ms | 0 - 45 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.72 ms | 0 - 46 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.642 ms | 0 - 48 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.077 ms | 0 - 77 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.939 ms | 0 - 46 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.568 ms | 0 - 6 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Qualcomm® SA8775P | 2.047 ms | 0 - 49 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS9075 | 1.876 ms | 0 - 16 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.634 ms | 0 - 82 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Qualcomm® SA7255P | 4.939 ms | 0 - 46 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Qualcomm® SA8295P | 3.683 ms | 0 - 52 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.824 ms | 0 - 51 MB | NPU
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  | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.609 ms | 0 - 50 MB | NPU
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  ## License
 
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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/efficientnet_b0/releases/v0.48.0/efficientnet_b0-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/efficientnet_b0/releases/v0.48.0/efficientnet_b0-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/efficientnet_b0/releases/v0.48.0/efficientnet_b0-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/efficientnet_b0/releases/v0.48.0/efficientnet_b0-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/efficientnet_b0/releases/v0.48.0/efficientnet_b0-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[EfficientNet-B0 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientnet_b0)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
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+ | EfficientNet-B0 | ONNX | float | Snapdragon® X2 Elite | 0.668 ms | 13 - 13 MB | NPU
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+ | EfficientNet-B0 | ONNX | float | Snapdragon® X Elite | 1.462 ms | 13 - 13 MB | NPU
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+ | EfficientNet-B0 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.897 ms | 1 - 65 MB | NPU
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+ | EfficientNet-B0 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.266 ms | 0 - 15 MB | NPU
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+ | EfficientNet-B0 | ONNX | float | Qualcomm® QCS9075 | 1.627 ms | 1 - 3 MB | NPU
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+ | EfficientNet-B0 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.695 ms | 0 - 45 MB | NPU
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+ | EfficientNet-B0 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.547 ms | 0 - 43 MB | NPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® X2 Elite | 0.578 ms | 6 - 6 MB | NPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® X Elite | 1.634 ms | 6 - 6 MB | NPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.932 ms | 0 - 83 MB | NPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCS6490 | 112.896 ms | 43 - 46 MB | CPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.416 ms | 0 - 9 MB | NPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCS9075 | 1.613 ms | 0 - 3 MB | NPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCM6690 | 49.256 ms | 42 - 51 MB | CPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.668 ms | 0 - 60 MB | NPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 39.943 ms | 42 - 51 MB | CPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.554 ms | 0 - 58 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Snapdragon® X2 Elite | 0.893 ms | 1 - 1 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Snapdragon® X Elite | 1.783 ms | 1 - 1 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.088 ms | 0 - 64 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.913 ms | 1 - 38 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.563 ms | 1 - 2 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA8775P | 2.059 ms | 1 - 42 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS9075 | 1.889 ms | 3 - 5 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.602 ms | 0 - 73 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA7255P | 4.913 ms | 1 - 38 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA8295P | 3.678 ms | 0 - 46 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.817 ms | 0 - 43 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.611 ms | 1 - 44 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.827 ms | 0 - 0 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.91 ms | 0 - 0 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.149 ms | 0 - 66 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 4.196 ms | 0 - 2 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.342 ms | 0 - 45 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.694 ms | 0 - 18 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA8775P | 8.625 ms | 0 - 45 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.863 ms | 2 - 4 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.515 ms | 0 - 163 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.956 ms | 0 - 67 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.342 ms | 0 - 45 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.431 ms | 0 - 43 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.788 ms | 0 - 44 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.73 ms | 0 - 46 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.643 ms | 0 - 48 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.079 ms | 0 - 74 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.951 ms | 0 - 46 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.563 ms | 0 - 2 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Qualcomm® SA8775P | 2.065 ms | 0 - 49 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS9075 | 1.886 ms | 0 - 16 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.618 ms | 0 - 81 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Qualcomm® SA7255P | 4.951 ms | 0 - 46 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Qualcomm® SA8295P | 3.69 ms | 0 - 52 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.823 ms | 0 - 45 MB | NPU
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  | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.609 ms | 0 - 50 MB | NPU
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  ## License