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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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- | WideResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 4.948 ms | 0 - 962 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.878 ms | 1 - 3 MB | FP16 | NPU | [WideResNet50.so](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.so) |
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- | WideResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 5.653 ms | 0 - 446 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
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- | WideResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.662 ms | 0 - 175 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.678 ms | 1 - 21 MB | FP16 | NPU | [WideResNet50.so](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.so) |
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- | WideResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 4.081 ms | 0 - 38 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
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- | WideResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.136 ms | 0 - 89 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.473 ms | 1 - 32 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.936 ms | 1 - 32 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
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- | WideResNet50 | SA7255P ADP | SA7255P | TFLITE | 180.881 ms | 0 - 83 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | SA7255P ADP | SA7255P | QNN | 184.503 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.955 ms | 0 - 976 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.878 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | SA8295P ADP | SA8295P | TFLITE | 8.223 ms | 0 - 80 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | SA8295P ADP | SA8295P | QNN | 7.769 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.937 ms | 0 - 1054 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.865 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | SA8775P ADP | SA8775P | TFLITE | 8.478 ms | 0 - 83 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | SA8775P ADP | SA8775P | QNN | 8.361 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 180.881 ms | 0 - 83 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 184.503 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.936 ms | 0 - 1024 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.877 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 8.478 ms | 0 - 83 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 8.361 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 7.101 ms | 0 - 170 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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- | WideResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 6.849 ms | 1 - 29 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.735 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | WideResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.211 ms | 132 - 132 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
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@@ -128,7 +128,7 @@ WideResNet50
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 4.9
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- Estimated peak memory usage (MB): [0, 962]
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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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+ | WideResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 4.91 ms | 0 - 1040 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.928 ms | 1 - 2 MB | FP16 | NPU | [WideResNet50.so](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.so) |
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+ | WideResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 5.43 ms | 0 - 297 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
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+ | WideResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.637 ms | 0 - 173 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.712 ms | 1 - 20 MB | FP16 | NPU | [WideResNet50.so](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.so) |
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+ | WideResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 3.984 ms | 0 - 36 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
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+ | WideResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.396 ms | 0 - 88 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.916 ms | 1 - 32 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.858 ms | 1 - 33 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
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+ | WideResNet50 | SA7255P ADP | SA7255P | TFLITE | 181.161 ms | 0 - 84 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | SA7255P ADP | SA7255P | QNN | 184.516 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.922 ms | 0 - 1013 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.929 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | SA8295P ADP | SA8295P | TFLITE | 7.96 ms | 0 - 80 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | SA8295P ADP | SA8295P | QNN | 7.645 ms | 1 - 17 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.895 ms | 0 - 1022 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.925 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | SA8775P ADP | SA8775P | TFLITE | 8.703 ms | 0 - 83 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | SA8775P ADP | SA8775P | QNN | 8.416 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 181.161 ms | 0 - 84 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 184.516 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.897 ms | 0 - 983 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.924 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 8.703 ms | 0 - 83 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 8.416 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 7.083 ms | 0 - 176 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
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+ | WideResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 7.214 ms | 1 - 33 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.752 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | WideResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.216 ms | 132 - 132 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 4.9
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+ Estimated peak memory usage (MB): [0, 1040]
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  Total # Ops : 79
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  Compute Unit(s) : NPU (79 ops)
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  ```