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README.md
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@@ -36,26 +36,26 @@ 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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| MobileNet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.905 ms | 0 - 175 MB | FP16 | NPU |
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| MobileNet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.253 ms | 0 - 37 MB | FP16 | NPU | -- |
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| MobileNet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.919 ms | 0 - 2 MB | FP16 | NPU |
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| MobileNet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.623 ms | 0 - 62 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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| MobileNet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.862 ms | 1 - 15 MB | FP16 | NPU |
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| MobileNet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.678 ms | 0 - 66 MB | FP16 | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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| MobileNet-v2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.902 ms | 0 - 1 MB | FP16 | NPU |
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| MobileNet-v2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.906 ms | 0 - 8 MB | FP16 | NPU |
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| MobileNet-v2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.188 ms | 1 - 2 MB | FP16 | NPU | -- |
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| MobileNet-v2 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 0.901 ms | 0 - 2 MB | FP16 | NPU |
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| MobileNet-v2 | SA8775 (Proxy) | SA8775P Proxy | QNN | 1.189 ms | 1 - 2 MB | FP16 | NPU | -- |
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| MobileNet-v2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.901 ms | 0 - 2 MB | FP16 | NPU |
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| MobileNet-v2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.189 ms | 1 - 2 MB | FP16 | NPU | -- |
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| MobileNet-v2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.083 ms | 0 - 63 MB | FP16 | NPU |
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| MobileNet-v2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.43 ms | 1 - 19 MB | FP16 | NPU | -- |
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| MobileNet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.503 ms | 0 - 24 MB | FP16 | NPU |
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| MobileNet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.848 ms | 0 - 14 MB | FP16 | NPU | -- |
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| MobileNet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.681 ms | 0 - 24 MB | FP16 | NPU |
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| MobileNet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.348 ms | 1 - 1 MB | FP16 | NPU | -- |
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| MobileNet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.971 ms | 9 - 9 MB | FP16 | NPU |
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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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| MobileNet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.905 ms | 0 - 175 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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| MobileNet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.253 ms | 0 - 37 MB | FP16 | NPU | -- |
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| MobileNet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.919 ms | 0 - 2 MB | FP16 | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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| MobileNet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.623 ms | 0 - 62 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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| MobileNet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.862 ms | 1 - 15 MB | FP16 | NPU | [MobileNet-v2.so](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.so) |
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| MobileNet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.678 ms | 0 - 66 MB | FP16 | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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| MobileNet-v2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.902 ms | 0 - 1 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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| MobileNet-v2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.906 ms | 0 - 8 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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| MobileNet-v2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.188 ms | 1 - 2 MB | FP16 | NPU | -- |
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| MobileNet-v2 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 0.901 ms | 0 - 2 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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| MobileNet-v2 | SA8775 (Proxy) | SA8775P Proxy | QNN | 1.189 ms | 1 - 2 MB | FP16 | NPU | -- |
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| MobileNet-v2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.901 ms | 0 - 2 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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| MobileNet-v2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.189 ms | 1 - 2 MB | FP16 | NPU | -- |
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| MobileNet-v2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.083 ms | 0 - 63 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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| MobileNet-v2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.43 ms | 1 - 19 MB | FP16 | NPU | -- |
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| MobileNet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.503 ms | 0 - 24 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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| MobileNet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.848 ms | 0 - 14 MB | FP16 | NPU | -- |
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| MobileNet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.681 ms | 0 - 24 MB | FP16 | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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| MobileNet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.348 ms | 1 - 1 MB | FP16 | NPU | -- |
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| MobileNet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.971 ms | 9 - 9 MB | FP16 | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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