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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
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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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- | ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.278 ms | 0 - 2 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.384 ms | 1 - 174 MB | FP16 | NPU | [ResNet50.so](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.so) |
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- | ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.347 ms | 1 - 2 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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- | ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.785 ms | 0 - 76 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.356 ms | 1 - 27 MB | FP16 | NPU | [ResNet50.so](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.so) |
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- | ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.889 ms | 1 - 79 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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- | ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.253 ms | 0 - 691 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.157 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.273 ms | 0 - 2 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.185 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 2.277 ms | 0 - 3 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | SA8775 (Proxy) | SA8775P Proxy | QNN | 2.185 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.268 ms | 0 - 3 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.179 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.097 ms | 0 - 65 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.127 ms | 1 - 20 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.55 ms | 0 - 30 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.669 ms | 0 - 23 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.668 ms | 0 - 30 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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- | ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.312 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.328 ms | 50 - 50 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.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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+ | ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.277 ms | 0 - 2 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.385 ms | 1 - 174 MB | FP16 | NPU | [ResNet50.so](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.so) |
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+ | ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.31 ms | 0 - 58 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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+ | ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.614 ms | 0 - 77 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.687 ms | 1 - 27 MB | FP16 | NPU | [ResNet50.so](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.so) |
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+ | ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.692 ms | 0 - 79 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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+ | ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.578 ms | 0 - 30 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.616 ms | 0 - 22 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.654 ms | 0 - 30 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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+ | ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.252 ms | 0 - 2 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.165 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.277 ms | 0 - 2 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.182 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 2.273 ms | 0 - 2 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | SA8775 (Proxy) | SA8775P Proxy | QNN | 2.173 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.276 ms | 0 - 2 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.175 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | SA8295P ADP | SA8295P | TFLITE | 3.747 ms | 0 - 20 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | SA8295P ADP | SA8295P | QNN | 3.879 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.091 ms | 0 - 66 MB | FP16 | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.151 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.319 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.353 ms | 50 - 50 MB | FP16 | NPU | [ResNet50.onnx](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx) |
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