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v0.31.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

Files changed (6) hide show
  1. .gitattributes +1 -0
  2. README.md +62 -62
  3. XLSR.dlc +3 -0
  4. XLSR_w8a8.dlc +0 -0
  5. XLSR_w8a8.onnx +2 -2
  6. XLSR_w8a8.tflite +2 -2
.gitattributes CHANGED
@@ -35,3 +35,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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  XLSR.so filter=lfs diff=lfs merge=lfs -text
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  XLSR_w8a8.so filter=lfs diff=lfs merge=lfs -text
 
 
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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  XLSR.so filter=lfs diff=lfs merge=lfs -text
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  XLSR_w8a8.so filter=lfs diff=lfs merge=lfs -text
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+ XLSR.dlc filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -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 | 7.83 ms | 6 - 18 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 | 2.32 ms | 0 - 10 MB | NPU | Use Export Script |
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- | XLSR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.55 ms | 6 - 27 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 | 1.038 ms | 0 - 19 MB | NPU | Use Export Script |
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- | XLSR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.889 ms | 0 - 4 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 | 0.816 ms | 0 - 3 MB | NPU | Use Export Script |
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- | XLSR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.21 ms | 6 - 20 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 | 1.225 ms | 0 - 12 MB | NPU | Use Export Script |
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- | XLSR | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.83 ms | 6 - 18 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 2.32 ms | 0 - 10 MB | NPU | Use Export Script |
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- | XLSR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.961 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 | 0.81 ms | 0 - 9 MB | NPU | Use Export Script |
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- | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 6.344 ms | 6 - 26 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.388 ms | 0 - 17 MB | NPU | Use Export Script |
52
- | XLSR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.21 ms | 6 - 13 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 | 0.811 ms | 0 - 2 MB | NPU | Use Export Script |
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- | XLSR | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.21 ms | 6 - 20 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.225 ms | 0 - 12 MB | NPU | Use Export Script |
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- | XLSR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 3.068 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 | 0.836 ms | 0 - 5 MB | NPU | Use Export Script |
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- | XLSR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.348 ms | 0 - 5 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 | 2.888 ms | 0 - 25 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 | 0.472 ms | 0 - 23 MB | NPU | Use Export Script |
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- | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.829 ms | 0 - 21 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 | 2.177 ms | 6 - 24 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 | 0.417 ms | 0 - 15 MB | NPU | Use Export Script |
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- | XLSR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.702 ms | 0 - 17 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 | 0.973 ms | 0 - 0 MB | NPU | Use Export Script |
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- | XLSR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.408 ms | 9 - 9 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 | 3.84 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 | 0.896 ms | 0 - 10 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.37 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 | 0.513 ms | 0 - 21 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.077 ms | 0 - 16 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 | 0.391 ms | 0 - 2 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.736 ms | 0 - 13 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 | 0.61 ms | 0 - 12 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.119 ms | 0 - 16 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 | 1.143 ms | 0 - 12 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 16.308 ms | 4 - 12 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 | 3.84 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 | 0.896 ms | 0 - 10 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.057 ms | 2 - 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 | 0.4 ms | 0 - 2 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.738 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 | 0.758 ms | 0 - 18 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.047 ms | 0 - 16 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
85
- | XLSR | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.405 ms | 0 - 2 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.736 ms | 0 - 13 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 | 0.61 ms | 0 - 12 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.063 ms | 0 - 16 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 | 0.41 ms | 0 - 10 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.437 ms | 0 - 4 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 | 0.83 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 | 0.243 ms | 0 - 23 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.96 ms | 0 - 20 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 | 1.378 ms | 0 - 16 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 | 0.252 ms | 0 - 18 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.779 ms | 0 - 17 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 | 0.584 ms | 0 - 0 MB | NPU | Use Export Script |
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- | XLSR | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.363 ms | 8 - 8 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx) |
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@@ -159,7 +159,7 @@ 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) : 7.8
163
  Estimated peak memory usage (MB): [6, 18]
164
  Total # Ops : 17
165
  Compute Unit(s) : npu (14 ops) gpu (0 ops) cpu (3 ops)
 
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36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | XLSR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 8.429 ms | 6 - 18 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_DLC | 2.31 ms | 0 - 12 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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+ | XLSR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.693 ms | 6 - 34 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_DLC | 1.136 ms | 0 - 25 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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+ | XLSR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.9 ms | 0 - 6 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_DLC | 0.865 ms | 0 - 6 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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+ | XLSR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.152 ms | 6 - 20 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_DLC | 1.228 ms | 0 - 14 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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+ | XLSR | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 8.429 ms | 6 - 18 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.31 ms | 0 - 12 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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+ | XLSR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.999 ms | 0 - 9 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_DLC | 0.81 ms | 0 - 6 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
50
+ | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.541 ms | 6 - 21 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
51
+ | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.312 ms | 0 - 21 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
52
+ | XLSR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.849 ms | 0 - 8 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
53
+ | XLSR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.837 ms | 0 - 6 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
54
+ | XLSR | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.152 ms | 6 - 20 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.228 ms | 0 - 14 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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+ | XLSR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.878 ms | 0 - 4 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_DLC | 0.825 ms | 0 - 5 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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+ | XLSR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.391 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 | 1.95 ms | 0 - 25 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_DLC | 0.474 ms | 0 - 24 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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+ | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.834 ms | 0 - 22 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
62
+ | XLSR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 2.169 ms | 0 - 15 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
63
+ | XLSR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.528 ms | 0 - 18 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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+ | XLSR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.81 ms | 1 - 14 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_DLC | 0.919 ms | 0 - 0 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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+ | XLSR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.384 ms | 8 - 8 MB | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
67
+ | XLSR | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.447 ms | 2 - 13 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
68
+ | XLSR | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.89 ms | 0 - 11 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
69
+ | XLSR | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.054 ms | 1 - 25 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
70
+ | XLSR | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.521 ms | 0 - 22 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
71
+ | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.091 ms | 0 - 17 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
72
+ | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.393 ms | 0 - 10 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
73
+ | XLSR | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.79 ms | 0 - 12 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
74
+ | XLSR | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.587 ms | 0 - 12 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
75
+ | XLSR | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.758 ms | 0 - 14 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
76
+ | XLSR | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.15 ms | 0 - 14 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
77
+ | XLSR | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 12.97 ms | 4 - 13 MB | GPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
78
+ | XLSR | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.447 ms | 2 - 13 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
79
+ | XLSR | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.89 ms | 0 - 11 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
80
+ | XLSR | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.037 ms | 0 - 16 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
81
+ | XLSR | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.393 ms | 0 - 10 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
82
+ | XLSR | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.711 ms | 0 - 20 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
83
+ | XLSR | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.749 ms | 0 - 15 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
84
+ | XLSR | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.045 ms | 0 - 16 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
85
+ | XLSR | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.4 ms | 0 - 10 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
86
+ | XLSR | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.79 ms | 0 - 12 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
87
+ | XLSR | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.587 ms | 0 - 12 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
88
+ | XLSR | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.04 ms | 0 - 16 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_DLC | 0.41 ms | 0 - 10 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
90
+ | XLSR | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.398 ms | 0 - 7 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 | 0.994 ms | 0 - 22 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_DLC | 0.241 ms | 0 - 24 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
93
+ | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.87 ms | 0 - 19 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 | 1.372 ms | 0 - 17 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_DLC | 0.241 ms | 0 - 23 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
96
+ | XLSR | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.795 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_DLC | 0.525 ms | 5 - 5 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
98
+ | XLSR | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.277 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) : 8.4
163
  Estimated peak memory usage (MB): [6, 18]
164
  Total # Ops : 17
165
  Compute Unit(s) : npu (14 ops) gpu (0 ops) cpu (3 ops)
XLSR.dlc ADDED
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Binary file (78.4 kB). View file
 
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