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Image Classification
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@@ -1,9 +1,9 @@
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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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  - android
 
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  ---
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@@ -34,31 +34,35 @@ 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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- | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.016 ms | 0 - 54 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.086 ms | 0 - 35 MB | FP16 | NPU | [GoogLeNet.so](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.so) |
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- | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.142 ms | 0 - 45 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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- | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.64 ms | 0 - 20 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.688 ms | 1 - 19 MB | FP16 | NPU | [GoogLeNet.so](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.so) |
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- | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.822 ms | 1 - 28 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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- | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.679 ms | 0 - 22 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.599 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
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- | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.692 ms | 1 - 21 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
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  | GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.016 ms | 0 - 55 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.902 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | GoogLeNet | SA7255P ADP | SA7255P | TFLITE | 36.132 ms | 0 - 13 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | SA7255P ADP | SA7255P | QNN | 36.268 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
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- | GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.014 ms | 0 - 44 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.895 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | GoogLeNet | SA8295P ADP | SA8295P | TFLITE | 1.994 ms | 0 - 18 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | SA8295P ADP | SA8295P | QNN | 2.155 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.015 ms | 0 - 54 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.902 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | GoogLeNet | SA8775P ADP | SA8775P | TFLITE | 2.17 ms | 0 - 13 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | SA8775P ADP | SA8775P | QNN | 2.116 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.497 ms | 0 - 26 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.566 ms | 1 - 25 MB | FP16 | NPU | Use Export Script |
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- | GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.038 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.32 ms | 15 - 15 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.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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  - android
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+ pipeline_tag: image-classification
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  ---
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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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+ | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.017 ms | 0 - 54 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.909 ms | 1 - 3 MB | FP16 | NPU | [GoogLeNet.so](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.so) |
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+ | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.14 ms | 0 - 46 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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+ | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.638 ms | 0 - 20 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.603 ms | 0 - 20 MB | FP16 | NPU | [GoogLeNet.so](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.so) |
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+ | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.823 ms | 0 - 29 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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+ | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.679 ms | 0 - 20 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.602 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
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+ | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.854 ms | 1 - 26 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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+ | GoogLeNet | SA7255P ADP | SA7255P | TFLITE | 36.147 ms | 0 - 10 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | SA7255P ADP | SA7255P | QNN | 36.346 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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+ | GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.014 ms | 0 - 45 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.899 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | GoogLeNet | SA8295P ADP | SA8295P | TFLITE | 1.988 ms | 0 - 14 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | SA8295P ADP | SA8295P | QNN | 2.149 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.017 ms | 0 - 54 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.896 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | GoogLeNet | SA8775P ADP | SA8775P | TFLITE | 2.166 ms | 0 - 11 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | SA8775P ADP | SA8775P | QNN | 2.175 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | GoogLeNet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 36.147 ms | 0 - 10 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 36.346 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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  | GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.016 ms | 0 - 55 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.9 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | GoogLeNet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.166 ms | 0 - 11 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 2.175 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.485 ms | 0 - 24 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.55 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
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+ | GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.067 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.315 ms | 15 - 15 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
 
 
 
 
 
 
 
 
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