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XLSR-Quantized

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PyTorch
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ONNX
quantized
android
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@@ -1,10 +1,10 @@
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  ---
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  library_name: pytorch
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  license: other
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- pipeline_tag: image-to-image
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  tags:
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  - quantized
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  - android
 
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  ---
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@@ -35,34 +35,38 @@ 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-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.092 ms | 0 - 10 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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- | XLSR-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.558 ms | 0 - 12 MB | INT8 | NPU | [XLSR-Quantized.so](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.so) |
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- | XLSR-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.477 ms | 0 - 9 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
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- | XLSR-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.885 ms | 0 - 21 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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- | XLSR-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.378 ms | 0 - 22 MB | INT8 | NPU | [XLSR-Quantized.so](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.so) |
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- | XLSR-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.033 ms | 0 - 22 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
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- | XLSR-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.205 ms | 0 - 17 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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- | XLSR-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.393 ms | 0 - 17 MB | INT8 | NPU | Use Export Script |
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- | XLSR-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.911 ms | 0 - 18 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
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- | XLSR-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 2.332 ms | 0 - 15 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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- | XLSR-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.206 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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- | XLSR-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 16.908 ms | 4 - 13 MB | INT8 | GPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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- | XLSR-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.074 ms | 0 - 11 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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- | XLSR-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.446 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | XLSR-Quantized | SA7255P ADP | SA7255P | TFLITE | 4.013 ms | 2 - 12 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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- | XLSR-Quantized | SA7255P ADP | SA7255P | QNN | 2.376 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | XLSR-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.055 ms | 0 - 11 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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- | XLSR-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.444 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | XLSR-Quantized | SA8295P ADP | SA8295P | TFLITE | 1.911 ms | 0 - 16 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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- | XLSR-Quantized | SA8295P ADP | SA8295P | QNN | 1.059 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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- | XLSR-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.237 ms | 1 - 11 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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- | XLSR-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.446 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | XLSR-Quantized | SA8775P ADP | SA8775P | TFLITE | 2.083 ms | 0 - 11 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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- | XLSR-Quantized | SA8775P ADP | SA8775P | QNN | 0.958 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | XLSR-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.636 ms | 2 - 17 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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- | XLSR-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.62 ms | 0 - 21 MB | INT8 | NPU | Use Export Script |
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- | XLSR-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.561 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | XLSR-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.559 ms | 9 - 9 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
 
 
 
 
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1
  ---
2
  library_name: pytorch
3
  license: other
 
4
  tags:
5
  - quantized
6
  - android
7
+ pipeline_tag: image-to-image
8
 
9
  ---
10
 
 
35
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | XLSR-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.088 ms | 0 - 10 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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+ | XLSR-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.447 ms | 0 - 2 MB | INT8 | NPU | [XLSR-Quantized.so](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.so) |
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+ | XLSR-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.445 ms | 0 - 8 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
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+ | XLSR-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.901 ms | 0 - 23 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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+ | XLSR-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.303 ms | 0 - 19 MB | INT8 | NPU | [XLSR-Quantized.so](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.so) |
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+ | XLSR-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.07 ms | 0 - 21 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
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+ | XLSR-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.182 ms | 0 - 18 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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+ | XLSR-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.471 ms | 0 - 17 MB | INT8 | NPU | Use Export Script |
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+ | XLSR-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.903 ms | 0 - 18 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
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+ | XLSR-Quantized | SA7255P ADP | SA7255P | TFLITE | 4.083 ms | 1 - 10 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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+ | XLSR-Quantized | SA7255P ADP | SA7255P | QNN | 2.464 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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+ | XLSR-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.051 ms | 0 - 10 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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+ | XLSR-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.45 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | XLSR-Quantized | SA8295P ADP | SA8295P | TFLITE | 1.938 ms | 0 - 12 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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+ | XLSR-Quantized | SA8295P ADP | SA8295P | QNN | 1.503 ms | 0 - 13 MB | INT8 | NPU | Use Export Script |
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+ | XLSR-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.072 ms | 0 - 11 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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+ | XLSR-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.447 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | XLSR-Quantized | SA8775P ADP | SA8775P | TFLITE | 2.095 ms | 1 - 10 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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+ | XLSR-Quantized | SA8775P ADP | SA8775P | QNN | 0.951 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
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+ | XLSR-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 2.274 ms | 0 - 15 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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+ | XLSR-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.135 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
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+ | XLSR-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 17.086 ms | 4 - 24 MB | INT8 | GPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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+ | XLSR-Quantized | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 4.083 ms | 1 - 10 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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+ | XLSR-Quantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 2.464 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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+ | XLSR-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.071 ms | 0 - 4 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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+ | XLSR-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.446 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | XLSR-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.095 ms | 1 - 10 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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+ | XLSR-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.951 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
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+ | XLSR-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.691 ms | 1 - 17 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
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+ | XLSR-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.623 ms | 0 - 16 MB | INT8 | NPU | Use Export Script |
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+ | XLSR-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.542 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | XLSR-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.534 ms | 10 - 10 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
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