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ResNeXt50

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@@ -35,35 +35,35 @@ 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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- | ResNeXt50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.508 ms | 0 - 86 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.441 ms | 1 - 2 MB | FP16 | NPU | [ResNeXt50.so](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.so) |
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- | ResNeXt50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.568 ms | 0 - 150 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
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- | ResNeXt50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.782 ms | 0 - 86 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.773 ms | 1 - 19 MB | FP16 | NPU | [ResNeXt50.so](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.so) |
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- | ResNeXt50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.856 ms | 0 - 47 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
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- | ResNeXt50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.661 ms | 0 - 82 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.464 ms | 0 - 42 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.601 ms | 1 - 43 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
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- | ResNeXt50 | SA7255P ADP | SA7255P | TFLITE | 85.515 ms | 0 - 78 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | SA7255P ADP | SA7255P | QNN | 85.521 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.497 ms | 0 - 228 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.478 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | SA8295P ADP | SA8295P | TFLITE | 4.041 ms | 0 - 80 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | SA8295P ADP | SA8295P | QNN | 3.937 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.481 ms | 0 - 192 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.47 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | SA8775P ADP | SA8775P | TFLITE | 4.614 ms | 0 - 79 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | SA8775P ADP | SA8775P | QNN | 4.418 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 85.515 ms | 0 - 78 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 85.521 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.476 ms | 0 - 210 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.451 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 4.614 ms | 0 - 79 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 4.418 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.348 ms | 0 - 88 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.278 ms | 0 - 39 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.6 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.438 ms | 50 - 50 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
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@@ -128,7 +128,7 @@ ResNeXt50
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 2.5
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- Estimated peak memory usage (MB): [0, 86]
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  Total # Ops : 79
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  Compute Unit(s) : NPU (79 ops)
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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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+ | ResNeXt50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.488 ms | 0 - 219 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.49 ms | 1 - 2 MB | FP16 | NPU | [ResNeXt50.so](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.so) |
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+ | ResNeXt50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.506 ms | 0 - 162 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
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+ | ResNeXt50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.762 ms | 0 - 85 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.758 ms | 0 - 20 MB | FP16 | NPU | [ResNeXt50.so](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.so) |
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+ | ResNeXt50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.805 ms | 0 - 47 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
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+ | ResNeXt50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.648 ms | 0 - 81 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.644 ms | 0 - 41 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.599 ms | 1 - 42 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
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+ | ResNeXt50 | SA7255P ADP | SA7255P | TFLITE | 85.55 ms | 0 - 79 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | SA7255P ADP | SA7255P | QNN | 85.479 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.486 ms | 0 - 95 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.45 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | SA8295P ADP | SA8295P | TFLITE | 4.057 ms | 0 - 81 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | SA8295P ADP | SA8295P | QNN | 3.923 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.5 ms | 0 - 139 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.45 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | SA8775P ADP | SA8775P | TFLITE | 4.595 ms | 0 - 78 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | SA8775P ADP | SA8775P | QNN | 4.414 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 85.55 ms | 0 - 79 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 85.479 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.489 ms | 0 - 220 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.447 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 4.595 ms | 0 - 78 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 4.414 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.531 ms | 0 - 89 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.481 ms | 0 - 33 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.58 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.452 ms | 50 - 50 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 2.5
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+ Estimated peak memory usage (MB): [0, 219]
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  Total # Ops : 79
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  Compute Unit(s) : NPU (79 ops)
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  ```