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ResNeXt50Quantized

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@@ -36,30 +36,30 @@ 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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- | ResNeXt50Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.921 ms | 0 - 62 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 | 1.18 ms | 0 - 63 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 | 0.687 ms | 0 - 35 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 | 0.89 ms | 0 - 37 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 | 0.854 ms | 0 - 33 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 2.903 ms | 0 - 35 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 | 4.703 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 66.46 ms | 0 - 130 MB | INT8 | GPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.909 ms | 0 - 53 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.147 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | SA7255P ADP | SA7255P | TFLITE | 10.256 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 | 10.835 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.918 ms | 0 - 54 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.145 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | SA8295P ADP | SA8295P | TFLITE | 1.466 ms | 0 - 28 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | SA8295P ADP | SA8295P | QNN | 1.815 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.925 ms | 0 - 62 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 | 1.382 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 | 1.853 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.101 ms | 0 - 37 MB | INT8 | NPU | [ResNeXt50Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt50Quantized/blob/main/ResNeXt50Quantized.tflite) |
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- | ResNeXt50Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.377 ms | 0 - 37 MB | INT8 | NPU | Use Export Script |
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- | ResNeXt50Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.273 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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@@ -124,7 +124,7 @@ ResNeXt50Quantized
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.9
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- Estimated peak memory usage (MB): [0, 62]
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  Total # Ops : 82
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  Compute Unit(s) : NPU (82 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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+ | 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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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.9
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+ Estimated peak memory usage (MB): [0, 54]
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  Total # Ops : 82
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  Compute Unit(s) : NPU (82 ops)
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  ```