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EfficientNet-V2-s

Image Classification
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LiteRT
backbone
android
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  ---
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  library_name: pytorch
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  license: bsd-3-clause
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- pipeline_tag: image-classification
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  tags:
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  - backbone
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  - android
 
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  ---
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@@ -35,21 +35,25 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | EfficientNet-V2-s | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.77 ms | 0 - 222 MB | FP16 | NPU | [EfficientNet-V2-s.tflite](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.tflite) |
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- | EfficientNet-V2-s | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.882 ms | 0 - 171 MB | FP16 | NPU | [EfficientNet-V2-s.so](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.so) |
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- | EfficientNet-V2-s | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.962 ms | 0 - 189 MB | FP16 | NPU | [EfficientNet-V2-s.onnx](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.onnx) |
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- | EfficientNet-V2-s | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 2.055 ms | 0 - 29 MB | FP16 | NPU | [EfficientNet-V2-s.tflite](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.tflite) |
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- | EfficientNet-V2-s | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.104 ms | 1 - 31 MB | FP16 | NPU | [EfficientNet-V2-s.so](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.so) |
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- | EfficientNet-V2-s | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.186 ms | 0 - 41 MB | FP16 | NPU | [EfficientNet-V2-s.onnx](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.onnx) |
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- | EfficientNet-V2-s | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.638 ms | 0 - 32 MB | FP16 | NPU | [EfficientNet-V2-s.tflite](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.tflite) |
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- | EfficientNet-V2-s | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.98 ms | 1 - 30 MB | FP16 | NPU | Use Export Script |
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- | EfficientNet-V2-s | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.083 ms | 1 - 37 MB | FP16 | NPU | [EfficientNet-V2-s.onnx](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.onnx) |
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- | EfficientNet-V2-s | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.762 ms | 0 - 223 MB | FP16 | NPU | [EfficientNet-V2-s.tflite](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.tflite) |
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- | EfficientNet-V2-s | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.766 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | EfficientNet-V2-s | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 5.223 ms | 0 - 39 MB | FP16 | NPU | [EfficientNet-V2-s.tflite](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.tflite) |
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- | EfficientNet-V2-s | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 5.41 ms | 1 - 38 MB | FP16 | NPU | Use Export Script |
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- | EfficientNet-V2-s | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.035 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | EfficientNet-V2-s | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.078 ms | 49 - 49 MB | FP16 | NPU | [EfficientNet-V2-s.onnx](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.onnx) |
 
 
 
 
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1
  ---
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  library_name: pytorch
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  license: bsd-3-clause
 
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  tags:
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  - backbone
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  - android
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+ pipeline_tag: image-classification
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9
  ---
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
38
+ | EfficientNet-V2-s | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.76 ms | 0 - 222 MB | FP16 | NPU | [EfficientNet-V2-s.tflite](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.tflite) |
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+ | EfficientNet-V2-s | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.76 ms | 1 - 3 MB | FP16 | NPU | [EfficientNet-V2-s.so](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.so) |
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+ | EfficientNet-V2-s | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.909 ms | 0 - 180 MB | FP16 | NPU | [EfficientNet-V2-s.onnx](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.onnx) |
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+ | EfficientNet-V2-s | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 2.043 ms | 0 - 31 MB | FP16 | NPU | [EfficientNet-V2-s.tflite](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.tflite) |
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+ | EfficientNet-V2-s | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.065 ms | 0 - 15 MB | FP16 | NPU | [EfficientNet-V2-s.so](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.so) |
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+ | EfficientNet-V2-s | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.149 ms | 0 - 37 MB | FP16 | NPU | [EfficientNet-V2-s.onnx](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.onnx) |
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+ | EfficientNet-V2-s | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.909 ms | 0 - 32 MB | FP16 | NPU | [EfficientNet-V2-s.tflite](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.tflite) |
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+ | EfficientNet-V2-s | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.683 ms | 1 - 31 MB | FP16 | NPU | Use Export Script |
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+ | EfficientNet-V2-s | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.726 ms | 1 - 36 MB | FP16 | NPU | [EfficientNet-V2-s.onnx](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.onnx) |
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+ | EfficientNet-V2-s | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 60.168 ms | 0 - 26 MB | FP16 | NPU | [EfficientNet-V2-s.tflite](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.tflite) |
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+ | EfficientNet-V2-s | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 60.46 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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+ | EfficientNet-V2-s | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.75 ms | 0 - 222 MB | FP16 | NPU | [EfficientNet-V2-s.tflite](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.tflite) |
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+ | EfficientNet-V2-s | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.757 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | EfficientNet-V2-s | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 4.703 ms | 0 - 26 MB | FP16 | NPU | [EfficientNet-V2-s.tflite](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.tflite) |
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+ | EfficientNet-V2-s | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 4.924 ms | 1 - 7 MB | FP16 | NPU | Use Export Script |
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+ | EfficientNet-V2-s | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 5.134 ms | 0 - 36 MB | FP16 | NPU | [EfficientNet-V2-s.tflite](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.tflite) |
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+ | EfficientNet-V2-s | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 5.227 ms | 1 - 37 MB | FP16 | NPU | Use Export Script |
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+ | EfficientNet-V2-s | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.029 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | EfficientNet-V2-s | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.071 ms | 49 - 49 MB | FP16 | NPU | [EfficientNet-V2-s.onnx](https://huggingface.co/qualcomm/EfficientNet-V2-s/blob/main/EfficientNet-V2-s.onnx) |
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