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v0.44.0

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See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (9) hide show
  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. LICENSE +0 -1
  3. README.md +71 -69
  4. XLSR_float.dlc +1 -1
  5. XLSR_float.onnx.zip +2 -2
  6. XLSR_float.tflite +2 -2
  7. XLSR_w8a8.dlc +0 -0
  8. XLSR_w8a8.onnx.zip +2 -2
  9. XLSR_w8a8.tflite +2 -2
DEPLOYMENT_MODEL_LICENSE.pdf DELETED
@@ -1,3 +0,0 @@
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- oid sha256:4409f93b0e82531303b3e10f52f1fdfb56467a25f05b7441c6bbd8bb8a64b42c
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- size 109629
 
 
 
 
LICENSE CHANGED
@@ -1,2 +1 @@
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  The license of the original trained model can be found at https://github.com/quic/aimet-model-zoo/blob/develop/LICENSE.pdf.
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- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
 
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  The license of the original trained model can be found at https://github.com/quic/aimet-model-zoo/blob/develop/LICENSE.pdf.
 
README.md CHANGED
@@ -36,74 +36,77 @@ 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 | 4.879 ms | 3 - 20 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 | 2.16 ms | 0 - 17 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 | 2.501 ms | 0 - 26 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 | 1.047 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 | 2.302 ms | 0 - 7 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 | 0.784 ms | 0 - 4 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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- | XLSR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.193 ms | 0 - 8 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
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- | XLSR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 11.646 ms | 3 - 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 | 4.061 ms | 0 - 16 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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- | XLSR | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.879 ms | 3 - 20 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 | 2.16 ms | 0 - 17 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 | 2.301 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_DLC | 0.769 ms | 0 - 4 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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- | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.173 ms | 0 - 23 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.378 ms | 0 - 22 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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- | XLSR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.301 ms | 0 - 7 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_DLC | 0.771 ms | 0 - 6 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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- | XLSR | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 11.646 ms | 3 - 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 | 4.061 ms | 0 - 16 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 | TFLITE | 1.463 ms | 0 - 30 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 | 0.475 ms | 0 - 26 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 | 0.752 ms | 0 - 26 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
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- | XLSR | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.108 ms | 0 - 21 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.357 ms | 0 - 22 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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- | XLSR | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.575 ms | 0 - 21 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
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- | XLSR | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.87 ms | 0 - 19 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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- | XLSR | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.345 ms | 0 - 25 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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- | XLSR | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.54 ms | 6 - 23 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
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- | XLSR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.886 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 | 1.086 ms | 8 - 8 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
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- | XLSR | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 1.095 ms | 0 - 3 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 0.988 ms | 0 - 98 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
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- | XLSR | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 12.022 ms | 19 - 22 MB | CPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
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- | XLSR | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.033 ms | 0 - 18 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_DLC | 0.887 ms | 0 - 17 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
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- | XLSR | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.518 ms | 1 - 32 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_DLC | 0.534 ms | 0 - 31 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
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- | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.451 ms | 0 - 10 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_DLC | 0.377 ms | 0 - 10 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
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- | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.248 ms | 0 - 17 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
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- | XLSR | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.667 ms | 0 - 17 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_DLC | 0.571 ms | 0 - 17 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
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- | XLSR | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 22.751 ms | 4 - 14 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 7.104 ms | 16 - 18 MB | CPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
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- | XLSR | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.033 ms | 0 - 18 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_DLC | 0.887 ms | 0 - 17 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
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- | XLSR | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.451 ms | 0 - 10 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_DLC | 0.392 ms | 0 - 10 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
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- | XLSR | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.846 ms | 0 - 23 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_DLC | 0.765 ms | 0 - 23 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
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- | XLSR | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.449 ms | 0 - 5 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_DLC | 0.395 ms | 0 - 11 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
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- | XLSR | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.667 ms | 0 - 17 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_DLC | 0.571 ms | 0 - 17 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
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- | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.285 ms | 0 - 28 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_DLC | 0.236 ms | 0 - 24 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
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- | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.88 ms | 0 - 27 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
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- | XLSR | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.269 ms | 0 - 18 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.188 ms | 0 - 20 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
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- | XLSR | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.704 ms | 0 - 19 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
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- | XLSR | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 0.488 ms | 0 - 27 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 0.41 ms | 0 - 23 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
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- | XLSR | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 7.489 ms | 20 - 36 MB | CPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
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- | XLSR | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.264 ms | 0 - 19 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
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- | XLSR | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.16 ms | 0 - 19 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
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- | XLSR | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.641 ms | 0 - 18 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
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- | XLSR | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.478 ms | 4 - 4 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
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- | XLSR | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.206 ms | 9 - 9 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
 
 
 
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@@ -279,7 +282,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
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  * The license for the original implementation of XLSR can be found
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  [here](https://github.com/quic/aimet-model-zoo/blob/develop/LICENSE.pdf).
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- * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | XLSR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.583 ms | 0 - 114 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 | 2.173 ms | 0 - 115 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 | 2.561 ms | 0 - 128 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 | 1.045 ms | 0 - 133 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 | 2.222 ms | 0 - 2 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 | 0.815 ms | 0 - 3 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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+ | XLSR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.244 ms | 0 - 3 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
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+ | XLSR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.663 ms | 0 - 115 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 | 1.139 ms | 0 - 115 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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+ | XLSR | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.583 ms | 0 - 114 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 | 2.173 ms | 0 - 115 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 | 2.223 ms | 0 - 3 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 | 0.776 ms | 0 - 2 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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+ | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.263 ms | 0 - 120 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
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+ | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.39 ms | 0 - 120 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
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+ | XLSR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.22 ms | 0 - 2 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_DLC | 0.776 ms | 0 - 2 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
56
+ | XLSR | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.663 ms | 0 - 115 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
57
+ | XLSR | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.139 ms | 0 - 115 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
58
+ | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.446 ms | 0 - 133 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
59
+ | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.47 ms | 0 - 133 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
60
+ | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.762 ms | 0 - 104 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
61
+ | XLSR | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.995 ms | 0 - 118 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
62
+ | XLSR | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.35 ms | 0 - 121 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
63
+ | XLSR | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.583 ms | 0 - 90 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
64
+ | XLSR | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.809 ms | 0 - 117 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
65
+ | XLSR | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.349 ms | 0 - 119 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
66
+ | XLSR | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.534 ms | 0 - 90 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
67
+ | XLSR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.903 ms | 0 - 0 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
68
+ | XLSR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.075 ms | 8 - 8 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
69
+ | XLSR | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | TFLITE | 1.588 ms | 0 - 120 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
70
+ | XLSR | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 1.636 ms | 0 - 119 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
71
+ | XLSR | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 8.37 ms | 19 - 30 MB | CPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
72
+ | XLSR | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 1.089 ms | 0 - 3 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
73
+ | XLSR | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 1.415 ms | 0 - 2 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
74
+ | XLSR | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 11.805 ms | 19 - 22 MB | CPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
75
+ | XLSR | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.878 ms | 0 - 115 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
76
+ | XLSR | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.9 ms | 0 - 114 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
77
+ | XLSR | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.555 ms | 0 - 131 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
78
+ | XLSR | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.541 ms | 0 - 133 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
79
+ | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.385 ms | 0 - 3 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
80
+ | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.395 ms | 0 - 3 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
81
+ | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.337 ms | 0 - 3 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
82
+ | XLSR | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.103 ms | 0 - 114 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
83
+ | XLSR | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.571 ms | 0 - 114 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
84
+ | XLSR | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 5.394 ms | 3 - 10 MB | GPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
85
+ | XLSR | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 7.054 ms | 16 - 19 MB | CPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
86
+ | XLSR | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.878 ms | 0 - 115 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
87
+ | XLSR | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.9 ms | 0 - 114 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
88
+ | XLSR | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.384 ms | 0 - 2 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
89
+ | XLSR | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.395 ms | 0 - 3 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
90
+ | XLSR | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.768 ms | 0 - 121 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
91
+ | XLSR | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.765 ms | 0 - 120 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
92
+ | XLSR | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.387 ms | 0 - 2 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
93
+ | XLSR | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.393 ms | 0 - 2 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
94
+ | XLSR | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.103 ms | 0 - 114 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
95
+ | XLSR | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.571 ms | 0 - 114 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
96
+ | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.233 ms | 0 - 127 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
97
+ | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.236 ms | 0 - 128 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
98
+ | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.846 ms | 0 - 103 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
99
+ | XLSR | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.212 ms | 0 - 119 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
100
+ | XLSR | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.187 ms | 0 - 118 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
101
+ | XLSR | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.693 ms | 0 - 94 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
102
+ | XLSR | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 0.411 ms | 0 - 119 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
103
+ | XLSR | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 0.41 ms | 0 - 118 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
104
+ | XLSR | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 7.454 ms | 19 - 34 MB | CPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
105
+ | XLSR | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.168 ms | 0 - 118 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
106
+ | XLSR | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.181 ms | 0 - 117 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
107
+ | XLSR | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.646 ms | 0 - 91 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
108
+ | XLSR | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.482 ms | 0 - 0 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
109
+ | XLSR | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.227 ms | 9 - 9 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
110
 
111
 
112
 
 
282
  ## License
283
  * The license for the original implementation of XLSR can be found
284
  [here](https://github.com/quic/aimet-model-zoo/blob/develop/LICENSE.pdf).
 
285
 
286
 
287
 
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