v0.53.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.
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README.md
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| Runtime | Precision | Chipset | SDK Versions | Download |
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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/efficientnet_v2_s/releases/v0.
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| ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.
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| QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.
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| QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.
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| TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.
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For more device-specific assets and performance metrics, visit **[EfficientNet-V2-s on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientnet_v2_s)**.
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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-V2-s | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.
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| EfficientNet-V2-s | ONNX | float | Snapdragon® X2 Elite | 1.318 ms | 47 - 47 MB | NPU
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| EfficientNet-V2-s | ONNX | float | Snapdragon® X Elite | 2.
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| EfficientNet-V2-s | ONNX | float | Snapdragon®
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| EfficientNet-V2-s | ONNX | float |
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| EfficientNet-V2-s | ONNX | float | Qualcomm®
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| EfficientNet-V2-s | ONNX | float |
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| EfficientNet-V2-s | ONNX |
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| EfficientNet-V2-s | ONNX | w8a16 | Snapdragon®
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| EfficientNet-V2-s | ONNX | w8a16 | Snapdragon®
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| EfficientNet-V2-s | ONNX | w8a16 | Snapdragon®
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| EfficientNet-V2-s | ONNX | w8a16 |
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| EfficientNet-V2-s | ONNX | w8a16 |
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| EfficientNet-V2-s | ONNX | w8a16 |
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| EfficientNet-V2-s | ONNX | w8a16 | Qualcomm®
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| EfficientNet-V2-s | ONNX | w8a16 |
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| EfficientNet-V2-s | ONNX | w8a16 |
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| EfficientNet-V2-s |
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| EfficientNet-V2-s |
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| EfficientNet-V2-s |
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| EfficientNet-V2-s |
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| EfficientNet-V2-s | QNN_DLC | float |
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| EfficientNet-V2-s | QNN_DLC | float |
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| EfficientNet-V2-s | QNN_DLC | float | Qualcomm® QCS9075 | 3.641 ms | 1 - 3 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.
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| EfficientNet-V2-s | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Snapdragon®
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Snapdragon®
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Snapdragon®
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| EfficientNet-V2-s | QNN_DLC | w8a16 |
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| EfficientNet-V2-s | QNN_DLC | w8a16 |
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Qualcomm®
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Qualcomm®
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Qualcomm®
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Qualcomm®
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| EfficientNet-V2-s | QNN_DLC | w8a16 |
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| EfficientNet-V2-s | QNN_DLC | w8a16 |
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| EfficientNet-V2-s |
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| EfficientNet-V2-s |
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| EfficientNet-V2-s |
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| EfficientNet-V2-s | TFLITE | float |
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| EfficientNet-V2-s | TFLITE | float |
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| EfficientNet-V2-s | TFLITE | float |
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| EfficientNet-V2-s | TFLITE | float |
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## License
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* The license for the original implementation of EfficientNet-V2-s 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/efficientnet_v2_s/releases/v0.53.0/efficientnet_v2_s-onnx-float.zip)
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| ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.53.0/efficientnet_v2_s-onnx-w8a16.zip)
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| QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.53.0/efficientnet_v2_s-qnn_dlc-float.zip)
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| QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.53.0/efficientnet_v2_s-qnn_dlc-w8a16.zip)
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| TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.53.0/efficientnet_v2_s-tflite-float.zip)
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For more device-specific assets and performance metrics, visit **[EfficientNet-V2-s on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientnet_v2_s)**.
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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-V2-s | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.186 ms | 0 - 76 MB | NPU
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| EfficientNet-V2-s | ONNX | float | Snapdragon® 8 Elite Mobile | 1.425 ms | 0 - 70 MB | NPU
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| EfficientNet-V2-s | ONNX | float | Snapdragon® X2 Elite | 1.318 ms | 47 - 47 MB | NPU
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| EfficientNet-V2-s | ONNX | float | Snapdragon® X Elite | 2.694 ms | 46 - 46 MB | NPU
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| EfficientNet-V2-s | ONNX | float | Snapdragon® X Elite | 2.694 ms | 46 - 46 MB | NPU
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| EfficientNet-V2-s | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.822 ms | 0 - 155 MB | NPU
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| EfficientNet-V2-s | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.457 ms | 0 - 51 MB | NPU
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| EfficientNet-V2-s | ONNX | float | Qualcomm® QCS9075 | 3.475 ms | 0 - 4 MB | NPU
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| EfficientNet-V2-s | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.425 ms | 0 - 70 MB | NPU
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| EfficientNet-V2-s | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.933 ms | 0 - 127 MB | NPU
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| EfficientNet-V2-s | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 1.143 ms | 0 - 118 MB | NPU
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| EfficientNet-V2-s | ONNX | w8a16 | Snapdragon® X2 Elite | 1.089 ms | 24 - 24 MB | NPU
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| EfficientNet-V2-s | ONNX | w8a16 | Snapdragon® X Elite | 2.664 ms | 24 - 24 MB | NPU
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| EfficientNet-V2-s | ONNX | w8a16 | Snapdragon® X Elite | 2.664 ms | 24 - 24 MB | NPU
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| EfficientNet-V2-s | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.602 ms | 0 - 178 MB | NPU
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| EfficientNet-V2-s | ONNX | w8a16 | Qualcomm® QCS6490 | 279.21 ms | 27 - 32 MB | CPU
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| EfficientNet-V2-s | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.357 ms | 0 - 32 MB | NPU
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| EfficientNet-V2-s | ONNX | w8a16 | Qualcomm® QCS9075 | 2.679 ms | 0 - 3 MB | NPU
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| EfficientNet-V2-s | ONNX | w8a16 | Qualcomm® QCM6690 | 124.549 ms | 15 - 28 MB | CPU
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| EfficientNet-V2-s | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.143 ms | 0 - 118 MB | NPU
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| EfficientNet-V2-s | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 114.644 ms | 25 - 39 MB | CPU
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| EfficientNet-V2-s | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 114.644 ms | 25 - 39 MB | CPU
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| EfficientNet-V2-s | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.194 ms | 1 - 68 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.486 ms | 1 - 68 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | float | Snapdragon® X2 Elite | 1.575 ms | 1 - 1 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | float | Snapdragon® X Elite | 2.885 ms | 1 - 1 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | float | Snapdragon® X Elite | 2.885 ms | 1 - 1 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.925 ms | 0 - 139 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 10.778 ms | 1 - 63 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.642 ms | 1 - 147 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | float | Qualcomm® QCS9075 | 3.641 ms | 1 - 3 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.675 ms | 0 - 147 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.486 ms | 1 - 68 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.003 ms | 0 - 117 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 1.237 ms | 0 - 112 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.434 ms | 0 - 0 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.923 ms | 0 - 0 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.923 ms | 0 - 0 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.767 ms | 0 - 145 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.633 ms | 0 - 2 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 5.356 ms | 0 - 105 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.63 ms | 0 - 2 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.913 ms | 0 - 2 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 14.096 ms | 0 - 228 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 3.274 ms | 0 - 148 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.237 ms | 0 - 112 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.954 ms | 0 - 110 MB | NPU
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| EfficientNet-V2-s | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.954 ms | 0 - 110 MB | NPU
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| EfficientNet-V2-s | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.194 ms | 0 - 108 MB | NPU
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| EfficientNet-V2-s | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.477 ms | 0 - 109 MB | NPU
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| EfficientNet-V2-s | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.918 ms | 0 - 177 MB | NPU
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| EfficientNet-V2-s | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 10.851 ms | 0 - 104 MB | NPU
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| EfficientNet-V2-s | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.632 ms | 0 - 2 MB | NPU
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| EfficientNet-V2-s | TFLITE | float | Qualcomm® QCS9075 | 3.685 ms | 0 - 50 MB | NPU
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| EfficientNet-V2-s | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5.681 ms | 0 - 191 MB | NPU
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| EfficientNet-V2-s | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.477 ms | 0 - 109 MB | NPU
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## License
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* The license for the original implementation of EfficientNet-V2-s can be found
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release_assets.json
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{
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"version": "0.
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"precisions": {
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"float": {
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"universal_assets": {
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"tflite": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327",
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"litert": "1.4.
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.
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},
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.24.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.
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}
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}
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},
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.24.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.
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}
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}
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}
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{
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"version": "0.53.0",
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"precisions": {
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"float": {
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"universal_assets": {
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"tflite": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327",
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"litert": "1.4.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.53.0/efficientnet_v2_s-tflite-float.zip"
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.53.0/efficientnet_v2_s-qnn_dlc-float.zip"
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.24.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.53.0/efficientnet_v2_s-onnx-float.zip"
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}
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}
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},
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.53.0/efficientnet_v2_s-qnn_dlc-w8a16.zip"
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.24.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_v2_s/releases/v0.53.0/efficientnet_v2_s-onnx-w8a16.zip"
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}
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}
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}
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