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WideResNet50

Image Classification
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  ---
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- datasets:
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- - imagenet-1k
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- - imagenet-22k
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  library_name: pytorch
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  license: bsd-3-clause
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  pipeline_tag: image-classification
@@ -38,27 +35,29 @@ 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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- | WideResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 4.887 ms | 0 - 2 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 5.677 ms | 1 - 346 MB | FP16 | NPU | [WideResNet50.so](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.so) |
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- | WideResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 5.217 ms | 1 - 2 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
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- | WideResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.989 ms | 0 - 101 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 4.603 ms | 1 - 27 MB | FP16 | NPU | [WideResNet50.so](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.so) |
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- | WideResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 4.293 ms | 0 - 106 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
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- | WideResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.847 ms | 0 - 2 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 5.026 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.872 ms | 0 - 2 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 5.033 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 4.86 ms | 0 - 2 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | SA8775 (Proxy) | SA8775P Proxy | QNN | 5.031 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.878 ms | 0 - 1 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 5.029 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 7.138 ms | 0 - 90 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 7.222 ms | 1 - 25 MB | FP16 | NPU | Use Export Script |
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  | WideResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.063 ms | 0 - 32 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 4.069 ms | 0 - 26 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.52 ms | 0 - 37 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
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- | WideResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.938 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.711 ms | 133 - 133 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
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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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  | 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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+ | WideResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 4.867 ms | 0 - 2 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 5.688 ms | 1 - 306 MB | FP16 | NPU | [WideResNet50.so](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.so) |
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+ | WideResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 5.223 ms | 1 - 3 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
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+ | WideResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.611 ms | 0 - 101 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 4.151 ms | 1 - 30 MB | FP16 | NPU | [WideResNet50.so](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.so) |
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+ | WideResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 3.829 ms | 0 - 107 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
 
 
 
 
 
 
 
 
 
 
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  | WideResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.063 ms | 0 - 32 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.975 ms | 1 - 26 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.52 ms | 0 - 36 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
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+ | WideResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.858 ms | 0 - 2 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 5.026 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.9 ms | 0 - 2 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 5.053 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 4.865 ms | 0 - 2 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | SA8775 (Proxy) | SA8775P Proxy | QNN | 5.039 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.871 ms | 0 - 2 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 5.04 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | SA8295P ADP | SA8295P | TFLITE | 8.233 ms | 0 - 23 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | SA8295P ADP | SA8295P | QNN | 8.066 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 7.15 ms | 0 - 89 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 7.246 ms | 1 - 25 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.927 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.694 ms | 134 - 134 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
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