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@@ -36,35 +36,35 @@ 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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- | MobileNet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.855 ms | 0 - 61 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 | 0.952 ms | 1 - 3 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 S23 | Snapdragon® 8 Gen 2 | ONNX | 0.755 ms | 0 - 25 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 | 0.573 ms | 0 - 39 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 | 0.62 ms | 0 - 18 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 | 0.489 ms | 0 - 39 MB | FP16 | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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- | MobileNet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.457 ms | 0 - 27 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 | 0.626 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.494 ms | 0 - 19 MB | FP16 | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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- | MobileNet-v2 | SA7255P ADP | SA7255P | TFLITE | 12.755 ms | 0 - 19 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | SA7255P ADP | SA7255P | QNN | 12.837 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.849 ms | 0 - 61 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 | 0.95 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v2 | SA8295P ADP | SA8295P | TFLITE | 1.492 ms | 0 - 23 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | SA8295P ADP | SA8295P | QNN | 1.549 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.859 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 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.943 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v2 | SA8775P ADP | SA8775P | TFLITE | 1.461 ms | 0 - 20 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | SA8775P ADP | SA8775P | QNN | 1.538 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v2 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 12.755 ms | 0 - 19 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 12.837 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.855 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 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.953 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v2 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.461 ms | 0 - 20 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.538 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.114 ms | 0 - 30 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 | 1.253 ms | 0 - 31 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.104 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | MobileNet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.782 ms | 7 - 7 MB | FP16 | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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@@ -129,7 +129,7 @@ MobileNet-v2
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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, 61]
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  Total # Ops : 71
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  Compute Unit(s) : NPU (71 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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+ | MobileNet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.857 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 S23 | Snapdragon® 8 Gen 2 | QNN | 0.969 ms | 0 - 38 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 S23 | Snapdragon® 8 Gen 2 | ONNX | 0.732 ms | 0 - 28 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 | 0.576 ms | 0 - 33 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 | 0.654 ms | 0 - 28 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 | 0.488 ms | 0 - 35 MB | FP16 | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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+ | MobileNet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.558 ms | 0 - 23 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 | 0.628 ms | 0 - 16 MB | FP16 | NPU | Use Export Script |
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+ | MobileNet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.416 ms | 0 - 21 MB | FP16 | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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+ | MobileNet-v2 | SA7255P ADP | SA7255P | TFLITE | 12.812 ms | 0 - 19 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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+ | MobileNet-v2 | SA7255P ADP | SA7255P | QNN | 12.824 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | MobileNet-v2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.856 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 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.955 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | MobileNet-v2 | SA8295P ADP | SA8295P | TFLITE | 1.49 ms | 0 - 21 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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+ | MobileNet-v2 | SA8295P ADP | SA8295P | QNN | 1.562 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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+ | MobileNet-v2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.86 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 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.954 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | MobileNet-v2 | SA8775P ADP | SA8775P | TFLITE | 1.468 ms | 0 - 20 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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+ | MobileNet-v2 | SA8775P ADP | SA8775P | QNN | 1.54 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | MobileNet-v2 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 12.812 ms | 0 - 19 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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+ | MobileNet-v2 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 12.824 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | MobileNet-v2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.848 ms | 0 - 61 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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+ | MobileNet-v2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.952 ms | 1 - 5 MB | FP16 | NPU | Use Export Script |
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+ | MobileNet-v2 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.468 ms | 0 - 20 MB | FP16 | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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+ | MobileNet-v2 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.54 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | MobileNet-v2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.184 ms | 0 - 28 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 | 1.25 ms | 0 - 28 MB | FP16 | NPU | Use Export Script |
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+ | MobileNet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.088 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | MobileNet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.799 ms | 7 - 7 MB | FP16 | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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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 : 71
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  Compute Unit(s) : NPU (71 ops)
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  ```