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ResNeXt50Quantized

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@@ -36,30 +36,34 @@ 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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- | ResNeXt50Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.911 ms | 0 - 54 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.178 ms | 0 - 12 MB | INT8 | NPU | [ResNeXt50Quantized.so](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.so) |
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- | ResNeXt50Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.671 ms | 0 - 38 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.882 ms | 0 - 39 MB | INT8 | NPU | [ResNeXt50Quantized.so](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.so) |
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- | ResNeXt50Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.647 ms | 0 - 30 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.851 ms | 0 - 36 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 2.963 ms | 0 - 37 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 4.588 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 51.428 ms | 0 - 87 MB | INT8 | GPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.927 ms | 0 - 62 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.139 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | SA7255P ADP | SA7255P | TFLITE | 10.323 ms | 0 - 30 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | SA7255P ADP | SA7255P | QNN | 10.807 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.907 ms | 0 - 65 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.141 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | SA8295P ADP | SA8295P | TFLITE | 1.458 ms | 0 - 33 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | SA8295P ADP | SA8295P | QNN | 1.818 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.92 ms | 0 - 64 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.143 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | SA8775P ADP | SA8775P | TFLITE | 1.374 ms | 0 - 34 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | SA8775P ADP | SA8775P | QNN | 1.861 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.072 ms | 0 - 40 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.428 ms | 0 - 41 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.264 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
 
 
 
 
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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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+ | ResNeXt50Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.923 ms | 0 - 54 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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+ | ResNeXt50Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.183 ms | 0 - 65 MB | INT8 | NPU | [ResNeXt50Quantized.so](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.so) |
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+ | ResNeXt50Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.79 ms | 0 - 65 MB | INT8 | NPU | [ResNeXt50Quantized.onnx](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.onnx) |
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+ | ResNeXt50Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.677 ms | 0 - 44 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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+ | ResNeXt50Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.891 ms | 0 - 37 MB | INT8 | NPU | [ResNeXt50Quantized.so](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.so) |
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+ | ResNeXt50Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.304 ms | 0 - 49 MB | INT8 | NPU | [ResNeXt50Quantized.onnx](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.onnx) |
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+ | ResNeXt50Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.647 ms | 0 - 36 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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+ | ResNeXt50Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.735 ms | 0 - 39 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt50Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.06 ms | 0 - 47 MB | INT8 | NPU | [ResNeXt50Quantized.onnx](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.onnx) |
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+ | ResNeXt50Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 2.956 ms | 0 - 36 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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+ | ResNeXt50Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 4.524 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt50Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 79.372 ms | 0 - 131 MB | INT8 | GPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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+ | ResNeXt50Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.903 ms | 0 - 65 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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+ | ResNeXt50Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.139 ms | 0 - 4 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt50Quantized | SA7255P ADP | SA7255P | TFLITE | 10.276 ms | 0 - 30 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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+ | ResNeXt50Quantized | SA7255P ADP | SA7255P | QNN | 10.805 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt50Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.926 ms | 0 - 10 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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+ | ResNeXt50Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.14 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt50Quantized | SA8295P ADP | SA8295P | TFLITE | 1.467 ms | 0 - 37 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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+ | ResNeXt50Quantized | SA8295P ADP | SA8295P | QNN | 1.906 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt50Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.926 ms | 0 - 55 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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+ | ResNeXt50Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.144 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt50Quantized | SA8775P ADP | SA8775P | TFLITE | 1.381 ms | 0 - 30 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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+ | ResNeXt50Quantized | SA8775P ADP | SA8775P | QNN | 1.858 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt50Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.073 ms | 0 - 39 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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+ | ResNeXt50Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.423 ms | 0 - 40 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt50Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.259 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt50Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.89 ms | 30 - 30 MB | INT8 | NPU | [ResNeXt50Quantized.onnx](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.onnx) |
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