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ResNeXt101Quantized

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LiteRT
ONNX
backbone
quantized
android
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@@ -36,38 +36,38 @@ 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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- | ResNeXt101Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.766 ms | 0 - 24 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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- | ResNeXt101Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 3.059 ms | 0 - 2 MB | INT8 | NPU | [ResNeXt101Quantized.so](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.so) |
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- | ResNeXt101Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 4.924 ms | 0 - 128 MB | INT8 | NPU | [ResNeXt101Quantized.onnx](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.onnx) |
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- | ResNeXt101Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 2.125 ms | 0 - 156 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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- | ResNeXt101Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.273 ms | 0 - 19 MB | INT8 | NPU | [ResNeXt101Quantized.so](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.so) |
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- | ResNeXt101Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 3.649 ms | 0 - 187 MB | INT8 | NPU | [ResNeXt101Quantized.onnx](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.onnx) |
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- | ResNeXt101Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.07 ms | 0 - 146 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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- | ResNeXt101Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.213 ms | 0 - 150 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt101Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.356 ms | 0 - 177 MB | INT8 | NPU | [ResNeXt101Quantized.onnx](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.onnx) |
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- | ResNeXt101Quantized | SA7255P ADP | SA7255P | TFLITE | 34.195 ms | 63 - 206 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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- | ResNeXt101Quantized | SA7255P ADP | SA7255P | QNN | 34.47 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt101Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.773 ms | 0 - 24 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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- | ResNeXt101Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 3.006 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt101Quantized | SA8295P ADP | SA8295P | TFLITE | 4.051 ms | 0 - 145 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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- | ResNeXt101Quantized | SA8295P ADP | SA8295P | QNN | 4.225 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt101Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.759 ms | 0 - 26 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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- | ResNeXt101Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 3.074 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt101Quantized | SA8775P ADP | SA8775P | TFLITE | 3.644 ms | 0 - 143 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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- | ResNeXt101Quantized | SA8775P ADP | SA8775P | QNN | 3.827 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt101Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 10.702 ms | 0 - 195 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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- | ResNeXt101Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 14.411 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt101Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 129.339 ms | 0 - 261 MB | INT8 | GPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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- | ResNeXt101Quantized | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 34.195 ms | 63 - 206 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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- | ResNeXt101Quantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 34.47 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt101Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.807 ms | 0 - 27 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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- | ResNeXt101Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.922 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt101Quantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 3.644 ms | 0 - 143 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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- | ResNeXt101Quantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.827 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt101Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.418 ms | 0 - 161 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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- | ResNeXt101Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.52 ms | 0 - 166 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt101Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.036 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt101Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.86 ms | 89 - 89 MB | INT8 | NPU | [ResNeXt101Quantized.onnx](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.onnx) |
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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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+ | ResNeXt101Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.792 ms | 0 - 24 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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+ | ResNeXt101Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.892 ms | 0 - 3 MB | INT8 | NPU | [ResNeXt101Quantized.so](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.so) |
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+ | ResNeXt101Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 6.811 ms | 0 - 168 MB | INT8 | NPU | [ResNeXt101Quantized.onnx](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.onnx) |
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+ | ResNeXt101Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 2.107 ms | 0 - 156 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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+ | ResNeXt101Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.158 ms | 0 - 18 MB | INT8 | NPU | [ResNeXt101Quantized.so](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.so) |
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+ | ResNeXt101Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 5.398 ms | 0 - 220 MB | INT8 | NPU | [ResNeXt101Quantized.onnx](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.onnx) |
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+ | ResNeXt101Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.789 ms | 0 - 145 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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+ | ResNeXt101Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.159 ms | 0 - 150 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt101Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.869 ms | 0 - 204 MB | INT8 | NPU | [ResNeXt101Quantized.onnx](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.onnx) |
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+ | ResNeXt101Quantized | SA7255P ADP | SA7255P | TFLITE | 34.254 ms | 0 - 143 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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+ | ResNeXt101Quantized | SA7255P ADP | SA7255P | QNN | 34.793 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt101Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.734 ms | 0 - 24 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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+ | ResNeXt101Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.916 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt101Quantized | SA8295P ADP | SA8295P | TFLITE | 4.072 ms | 0 - 144 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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+ | ResNeXt101Quantized | SA8295P ADP | SA8295P | QNN | 4.23 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt101Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.747 ms | 0 - 24 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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+ | ResNeXt101Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.986 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt101Quantized | SA8775P ADP | SA8775P | TFLITE | 3.604 ms | 0 - 142 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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+ | ResNeXt101Quantized | SA8775P ADP | SA8775P | QNN | 3.8 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt101Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 10.571 ms | 0 - 195 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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+ | ResNeXt101Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 14.58 ms | 0 - 13 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt101Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 132.315 ms | 1 - 24 MB | INT8 | GPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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+ | ResNeXt101Quantized | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 34.254 ms | 0 - 143 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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+ | ResNeXt101Quantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 34.793 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt101Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.769 ms | 0 - 21 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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+ | ResNeXt101Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 3.003 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt101Quantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 3.604 ms | 0 - 142 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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+ | ResNeXt101Quantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.8 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt101Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.627 ms | 0 - 162 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite) |
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+ | ResNeXt101Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.718 ms | 0 - 162 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt101Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.01 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | ResNeXt101Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.876 ms | 91 - 91 MB | INT8 | NPU | [ResNeXt101Quantized.onnx](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.onnx) |
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