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@@ -34,29 +34,31 @@ 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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- | XLSR | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.542 ms | 0 - 3 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.965 ms | 0 - 14 MB | FP16 | NPU | [XLSR.so](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.so) |
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- | XLSR | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.458 ms | 0 - 2 MB | FP16 | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
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- | XLSR | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.743 ms | 0 - 12 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.623 ms | 0 - 9 MB | FP16 | NPU | [XLSR.so](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.so) |
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- | XLSR | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.069 ms | 0 - 23 MB | FP16 | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
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- | XLSR | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.961 ms | 0 - 8 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.665 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | XLSR | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.069 ms | 0 - 15 MB | FP16 | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
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- | XLSR | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.447 ms | 0 - 3 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.875 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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- | XLSR | SA7255P ADP | SA7255P | TFLITE | 17.003 ms | 6 - 16 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.709 ms | 6 - 81 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.901 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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- | XLSR | SA8295P ADP | SA8295P | TFLITE | 3.956 ms | 0 - 8 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | SA8295P ADP | SA8295P | QNN | 2.212 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | XLSR | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.446 ms | 0 - 3 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.897 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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- | XLSR | SA8775P ADP | SA8775P | TFLITE | 4.206 ms | 6 - 14 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | SA8775P ADP | SA8775P | QNN | 1.851 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | XLSR | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.689 ms | 6 - 18 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.305 ms | 0 - 12 MB | FP16 | NPU | Use Export Script |
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- | XLSR | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.982 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
 
 
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@@ -120,8 +122,8 @@ Profiling Results
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  XLSR
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 2.5
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- Estimated peak memory usage (MB): [0, 3]
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  Total # Ops : 16
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  Compute Unit(s) : NPU (13 ops) CPU (3 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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+ | XLSR | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.585 ms | 0 - 35 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.966 ms | 0 - 3 MB | FP16 | NPU | [XLSR.so](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.so) |
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+ | XLSR | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.511 ms | 0 - 20 MB | FP16 | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
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+ | XLSR | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.684 ms | 0 - 13 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.62 ms | 0 - 10 MB | FP16 | NPU | [XLSR.so](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.so) |
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+ | XLSR | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.091 ms | 0 - 24 MB | FP16 | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
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+ | XLSR | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.047 ms | 0 - 9 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.747 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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+ | XLSR | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.068 ms | 0 - 15 MB | FP16 | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
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+ | XLSR | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.473 ms | 0 - 78 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.88 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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+ | XLSR | SA7255P ADP | SA7255P | TFLITE | 16.079 ms | 6 - 18 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | SA7255P ADP | SA7255P | QNN | 11.728 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | XLSR | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.568 ms | 0 - 3 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.944 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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+ | XLSR | SA8295P ADP | SA8295P | TFLITE | 5.678 ms | 6 - 14 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | SA8295P ADP | SA8295P | QNN | 1.799 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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+ | XLSR | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.484 ms | 6 - 80 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.906 ms | 0 - 5 MB | FP16 | NPU | Use Export Script |
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+ | XLSR | SA8775P ADP | SA8775P | TFLITE | 4.436 ms | 6 - 18 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | SA8775P ADP | SA8775P | QNN | 1.86 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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+ | XLSR | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 4.056 ms | 6 - 18 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.261 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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+ | XLSR | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.0 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | XLSR | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.504 ms | 8 - 8 MB | FP16 | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
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  XLSR
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 2.6
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+ Estimated peak memory usage (MB): [0, 35]
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  Total # Ops : 16
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  Compute Unit(s) : NPU (13 ops) CPU (3 ops)
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  ```