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@@ -35,67 +35,67 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | XLSR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.348 ms | 3 - 14 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 2.352 ms | 0 - 10 MB | NPU | Use Export Script |
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- | XLSR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.361 ms | 6 - 35 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.175 ms | 0 - 20 MB | NPU | Use Export Script |
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- | XLSR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.002 ms | 0 - 9 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.823 ms | 0 - 3 MB | NPU | Use Export Script |
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- | XLSR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.18 ms | 6 - 21 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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  | XLSR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.24 ms | 0 - 15 MB | NPU | Use Export Script |
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- | XLSR | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.348 ms | 3 - 14 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 2.352 ms | 0 - 10 MB | NPU | Use Export Script |
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- | XLSR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.122 ms | 6 - 14 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.861 ms | 0 - 2 MB | NPU | Use Export Script |
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- | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.271 ms | 6 - 20 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.279 ms | 0 - 18 MB | NPU | Use Export Script |
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- | XLSR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.98 ms | 0 - 9 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.837 ms | 0 - 4 MB | NPU | Use Export Script |
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- | XLSR | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.18 ms | 6 - 21 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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  | XLSR | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.24 ms | 0 - 15 MB | NPU | Use Export Script |
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- | XLSR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 3.07 ms | 6 - 14 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.845 ms | 0 - 5 MB | NPU | Use Export Script |
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- | XLSR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.444 ms | 0 - 7 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
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- | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.013 ms | 0 - 21 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.486 ms | 0 - 23 MB | NPU | Use Export Script |
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- | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.828 ms | 0 - 22 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
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- | XLSR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 2.168 ms | 2 - 19 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.494 ms | 0 - 20 MB | NPU | Use Export Script |
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- | XLSR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.82 ms | 0 - 16 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
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- | XLSR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.02 ms | 0 - 0 MB | NPU | Use Export Script |
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- | XLSR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.391 ms | 8 - 8 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
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- | XLSR | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.495 ms | 1 - 12 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.91 ms | 0 - 10 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.702 ms | 0 - 20 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.591 ms | 0 - 24 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.051 ms | 0 - 17 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.395 ms | 0 - 3 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.816 ms | 0 - 15 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.594 ms | 0 - 14 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.126 ms | 0 - 18 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 1.003 ms | 0 - 15 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 17.0 ms | 4 - 11 MB | GPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.495 ms | 1 - 12 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.91 ms | 0 - 10 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.063 ms | 0 - 18 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.414 ms | 0 - 2 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.835 ms | 0 - 20 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.748 ms | 0 - 18 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.072 ms | 0 - 17 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.409 ms | 0 - 2 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.816 ms | 0 - 15 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.594 ms | 0 - 14 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.071 ms | 2 - 19 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.412 ms | 0 - 11 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.362 ms | 0 - 5 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx) |
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- | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.862 ms | 0 - 21 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.248 ms | 0 - 24 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.943 ms | 0 - 24 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx) |
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- | XLSR | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.292 ms | 0 - 17 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.243 ms | 0 - 17 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.91 ms | 0 - 24 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx) |
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- | XLSR | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.487 ms | 0 - 0 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.366 ms | 8 - 8 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx) |
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@@ -159,8 +159,8 @@ Profiling Results
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  XLSR
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 7.3
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- Estimated peak memory usage (MB): [3, 14]
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  Total # Ops : 17
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  Compute Unit(s) : npu (14 ops) gpu (0 ops) cpu (3 ops)
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  ```
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | XLSR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.152 ms | 6 - 17 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 2.33 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | XLSR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 5.139 ms | 3 - 23 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.18 ms | 0 - 22 MB | NPU | Use Export Script |
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+ | XLSR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.032 ms | 3 - 11 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.815 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | XLSR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.192 ms | 6 - 21 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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  | XLSR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.24 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | XLSR | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.152 ms | 6 - 17 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 2.33 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | XLSR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.137 ms | 0 - 7 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.904 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 6.413 ms | 6 - 27 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.237 ms | 0 - 19 MB | NPU | Use Export Script |
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+ | XLSR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.467 ms | 6 - 15 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.818 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | XLSR | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.192 ms | 6 - 21 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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  | XLSR | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.24 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | XLSR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.905 ms | 0 - 8 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.86 ms | 0 - 6 MB | NPU | Use Export Script |
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+ | XLSR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.439 ms | 0 - 6 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
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+ | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.962 ms | 0 - 21 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.482 ms | 0 - 23 MB | NPU | Use Export Script |
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+ | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.909 ms | 0 - 25 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
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+ | XLSR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 2.162 ms | 0 - 17 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.521 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | XLSR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.82 ms | 7 - 22 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
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+ | XLSR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.929 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | XLSR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.41 ms | 8 - 8 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
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+ | XLSR | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.447 ms | 0 - 11 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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+ | XLSR | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.895 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | XLSR | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.758 ms | 0 - 26 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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+ | XLSR | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.602 ms | 0 - 25 MB | NPU | Use Export Script |
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+ | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.043 ms | 0 - 17 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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+ | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.413 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | XLSR | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.818 ms | 0 - 15 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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+ | XLSR | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.594 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | XLSR | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.431 ms | 0 - 17 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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+ | XLSR | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 0.982 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | XLSR | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 15.488 ms | 4 - 24 MB | GPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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+ | XLSR | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.447 ms | 0 - 11 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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+ | XLSR | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.895 ms | 0 - 10 MB | NPU | Use Export Script |
80
+ | XLSR | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.063 ms | 0 - 17 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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+ | XLSR | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.413 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | XLSR | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.85 ms | 0 - 21 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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+ | XLSR | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.701 ms | 0 - 20 MB | NPU | Use Export Script |
84
+ | XLSR | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.058 ms | 0 - 17 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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+ | XLSR | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.389 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | XLSR | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.818 ms | 0 - 15 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
87
+ | XLSR | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.594 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | XLSR | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.069 ms | 0 - 17 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
89
+ | XLSR | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.41 ms | 0 - 10 MB | NPU | Use Export Script |
90
+ | XLSR | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.287 ms | 0 - 17 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx) |
91
+ | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.041 ms | 0 - 23 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
92
+ | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.247 ms | 0 - 24 MB | NPU | Use Export Script |
93
+ | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.862 ms | 0 - 26 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx) |
94
+ | XLSR | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.352 ms | 0 - 18 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
95
+ | XLSR | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.292 ms | 0 - 18 MB | NPU | Use Export Script |
96
+ | XLSR | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.866 ms | 0 - 15 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx) |
97
+ | XLSR | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.486 ms | 0 - 0 MB | NPU | Use Export Script |
98
+ | XLSR | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.272 ms | 9 - 9 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx) |
99
 
100
 
101
 
 
159
  XLSR
160
  Device : cs_8275 (ANDROID 14)
161
  Runtime : TFLITE
162
+ Estimated inference time (ms) : 7.2
163
+ Estimated peak memory usage (MB): [6, 17]
164
  Total # Ops : 17
165
  Compute Unit(s) : npu (14 ops) gpu (0 ops) cpu (3 ops)
166
  ```