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@@ -35,35 +35,22 @@ 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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- | SINet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.221 ms | 0 - 6 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.608 ms | 1 - 3 MB | FP16 | NPU | [SINet.so](https://huggingface.co/qualcomm/SINet/blob/main/SINet.so) |
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- | SINet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.375 ms | 1 - 5 MB | FP16 | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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- | SINet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.452 ms | 0 - 25 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.06 ms | 1 - 19 MB | FP16 | NPU | [SINet.so](https://huggingface.co/qualcomm/SINet/blob/main/SINet.so) |
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- | SINet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.567 ms | 1 - 25 MB | FP16 | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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- | SINet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.448 ms | 0 - 21 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.049 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
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- | SINet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.63 ms | 1 - 21 MB | FP16 | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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- | SINet | SA7255P ADP | SA7255P | TFLITE | 10.788 ms | 0 - 12 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | SA7255P ADP | SA7255P | QNN | 9.666 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | SINet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.225 ms | 0 - 5 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.603 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | SINet | SA8295P ADP | SA8295P | TFLITE | 3.097 ms | 0 - 14 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | SA8295P ADP | SA8295P | QNN | 2.637 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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- | SINet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.228 ms | 0 - 6 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.61 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | SINet | SA8775P ADP | SA8775P | TFLITE | 3.279 ms | 0 - 11 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | SA8775P ADP | SA8775P | QNN | 2.555 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | SINet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 10.788 ms | 0 - 12 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 9.666 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | SINet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.214 ms | 0 - 6 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.599 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | SINet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 3.279 ms | 0 - 11 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 2.555 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | SINet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.426 ms | 0 - 21 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.837 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
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- | SINet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.846 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | SINet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.488 ms | 2 - 2 MB | FP16 | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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@@ -127,7 +114,7 @@ Profiling Results
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  SINet
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 2.2
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  Estimated peak memory usage (MB): [0, 6]
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  Total # Ops : 242
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  Compute Unit(s) : NPU (242 ops)
 
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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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+ | SINet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.338 ms | 0 - 6 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.42 ms | 0 - 8 MB | FP16 | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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+ | SINet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.546 ms | 0 - 26 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.586 ms | 1 - 30 MB | FP16 | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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+ | SINet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.503 ms | 0 - 24 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.324 ms | 1 - 29 MB | FP16 | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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+ | SINet | SA7255P ADP | SA7255P | TFLITE | 10.777 ms | 0 - 15 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.363 ms | 0 - 7 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | SA8295P ADP | SA8295P | TFLITE | 3.11 ms | 0 - 22 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.352 ms | 0 - 6 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | SA8775P ADP | SA8775P | TFLITE | 3.473 ms | 0 - 15 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 10.777 ms | 0 - 15 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.357 ms | 0 - 8 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 3.473 ms | 0 - 15 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.461 ms | 0 - 23 MB | FP16 | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.459 ms | 2 - 2 MB | FP16 | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
 
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  SINet
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 2.3
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  Estimated peak memory usage (MB): [0, 6]
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  Total # Ops : 242
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  Compute Unit(s) : NPU (242 ops)