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v0.38.0

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See https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.

Files changed (15) hide show
  1. QuickSRNetMedium_float.dlc +2 -2
  2. QuickSRNetMedium_float.onnx.zip +2 -2
  3. QuickSRNetMedium_w8a8.dlc +1 -1
  4. QuickSRNetMedium_w8a8.onnx.zip +2 -2
  5. QuickSRNetMedium_w8a8.tflite +1 -1
  6. README.md +60 -66
  7. precompiled/qualcomm-qcs6490-proxy/QuickSRNetMedium_w8a8.bin +0 -3
  8. precompiled/qualcomm-qcs6490-proxy/QuickSRNetMedium_w8a8.onnx.zip +0 -3
  9. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/QuickSRNetMedium_float.bin +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/QuickSRNetMedium_float.onnx.zip +0 -3
  12. precompiled/qualcomm-snapdragon-x-elite/QuickSRNetMedium_w8a8.bin +0 -3
  13. precompiled/qualcomm-snapdragon-x-elite/QuickSRNetMedium_w8a8.onnx.zip +0 -3
  14. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  15. tool-versions.yaml +1 -1
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README.md CHANGED
@@ -36,71 +36,65 @@ More details on model performance across various devices, can be found
36
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
- | QuickSRNetMedium | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.99 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.513 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.278 ms | 3 - 34 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.15 ms | 0 - 29 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.064 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.783 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.283 ms | 0 - 8 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
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- | QuickSRNetMedium | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.524 ms | 1 - 16 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.209 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.99 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.513 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.064 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.787 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.731 ms | 0 - 25 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.516 ms | 0 - 25 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.053 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
55
- | QuickSRNetMedium | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.783 ms | 0 - 7 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.524 ms | 1 - 16 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.209 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.064 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.79 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.208 ms | 0 - 8 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
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- | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.661 ms | 0 - 24 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.482 ms | 0 - 28 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.73 ms | 0 - 23 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
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- | QuickSRNetMedium | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.587 ms | 0 - 21 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.413 ms | 0 - 27 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.715 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
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- | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.939 ms | 1 - 1 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.265 ms | 8 - 8 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
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- | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.987 ms | 1 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
70
- | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.868 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
71
- | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.514 ms | 1 - 24 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
72
- | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.512 ms | 0 - 23 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.442 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.363 ms | 0 - 3 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.807 ms | 16 - 28 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx.zip) |
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- | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.648 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.517 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.093 ms | 0 - 18 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.036 ms | 0 - 19 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 23.929 ms | 18 - 29 MB | CPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx.zip) |
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- | QuickSRNetMedium | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 13.351 ms | 1 - 4 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 27.556 ms | 18 - 21 MB | CPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx.zip) |
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- | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.987 ms | 1 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.868 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.441 ms | 0 - 9 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.363 ms | 0 - 9 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.838 ms | 0 - 22 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.72 ms | 0 - 22 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.435 ms | 0 - 9 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.362 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.648 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.517 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.44 ms | 0 - 9 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.355 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.653 ms | 15 - 29 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx.zip) |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.281 ms | 0 - 23 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.225 ms | 0 - 24 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.711 ms | 17 - 37 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx.zip) |
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- | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.283 ms | 0 - 21 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.209 ms | 0 - 24 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.054 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx.zip) |
102
- | QuickSRNetMedium | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.441 ms | 6 - 6 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
103
- | QuickSRNetMedium | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.312 ms | 31 - 31 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx.zip) |
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106
 
@@ -182,7 +176,7 @@ from qai_hub_models.models.quicksrnetmedium import Model
182
  torch_model = Model.from_pretrained()
183
 
184
  # Device
185
- device = hub.Device("Samsung Galaxy S24")
186
 
187
  # Trace model
188
  input_shape = torch_model.get_input_spec()
 
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37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | QuickSRNetMedium | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.001 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
40
+ | QuickSRNetMedium | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.57 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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+ | QuickSRNetMedium | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.28 ms | 1 - 30 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
42
+ | QuickSRNetMedium | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.145 ms | 0 - 31 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
43
+ | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.067 ms | 0 - 5 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
44
+ | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.781 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
45
+ | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.192 ms | 0 - 8 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
46
+ | QuickSRNetMedium | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.555 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
47
+ | QuickSRNetMedium | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.228 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
48
+ | QuickSRNetMedium | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.001 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
49
+ | QuickSRNetMedium | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.57 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
50
+ | QuickSRNetMedium | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.057 ms | 0 - 5 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
51
+ | QuickSRNetMedium | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.782 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
52
+ | QuickSRNetMedium | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.72 ms | 0 - 25 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
53
+ | QuickSRNetMedium | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.563 ms | 0 - 21 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
54
+ | QuickSRNetMedium | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.066 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
55
+ | QuickSRNetMedium | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.795 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
56
+ | QuickSRNetMedium | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.555 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
57
+ | QuickSRNetMedium | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.228 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
58
+ | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.665 ms | 0 - 20 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
59
+ | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.483 ms | 0 - 24 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
60
+ | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.781 ms | 0 - 28 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
61
+ | QuickSRNetMedium | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.487 ms | 0 - 18 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
62
+ | QuickSRNetMedium | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.384 ms | 0 - 19 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
63
+ | QuickSRNetMedium | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.614 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
64
+ | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.919 ms | 1 - 1 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
65
+ | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.122 ms | 8 - 8 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
66
+ | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.961 ms | 1 - 16 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
67
+ | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.891 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
68
+ | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.506 ms | 1 - 29 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
69
+ | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.515 ms | 0 - 22 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
70
+ | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.437 ms | 0 - 4 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
71
+ | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.337 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
72
+ | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.818 ms | 0 - 12 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx.zip) |
73
+ | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.632 ms | 1 - 16 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
74
+ | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.538 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
75
+ | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.037 ms | 0 - 19 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
76
+ | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 0.989 ms | 0 - 19 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
77
+ | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 24.412 ms | 18 - 29 MB | CPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx.zip) |
78
+ | QuickSRNetMedium | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 13.287 ms | 1 - 3 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
79
+ | QuickSRNetMedium | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 22.19 ms | 18 - 20 MB | CPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx.zip) |
80
+ | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.961 ms | 1 - 16 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
81
+ | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.891 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
82
+ | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.433 ms | 0 - 9 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
83
+ | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.359 ms | 0 - 9 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
84
+ | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.84 ms | 0 - 22 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
85
+ | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.719 ms | 0 - 20 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
86
+ | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.435 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
87
+ | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.344 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
88
+ | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.632 ms | 1 - 16 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
89
+ | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.538 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
90
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.297 ms | 0 - 23 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
91
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.223 ms | 0 - 27 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
92
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.792 ms | 13 - 35 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx.zip) |
93
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.23 ms | 0 - 18 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
94
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.18 ms | 0 - 18 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
95
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.059 ms | 0 - 18 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx.zip) |
96
+ | QuickSRNetMedium | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.454 ms | 6 - 6 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
97
+ | QuickSRNetMedium | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.261 ms | 31 - 31 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx.zip) |
 
 
 
 
 
 
98
 
99
 
100
 
 
176
  torch_model = Model.from_pretrained()
177
 
178
  # Device
179
+ device = hub.Device("Samsung Galaxy S25")
180
 
181
  # Trace model
182
  input_shape = torch_model.get_input_spec()
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precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml DELETED
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- tool_versions:
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- precompiled_qnn_onnx:
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- qairt: 2.36.4.250725200057_123280
 
 
 
 
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precompiled/qualcomm-snapdragon-x-elite/QuickSRNetMedium_float.onnx.zip DELETED
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precompiled/qualcomm-snapdragon-x-elite/QuickSRNetMedium_w8a8.bin DELETED
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precompiled/qualcomm-snapdragon-x-elite/QuickSRNetMedium_w8a8.onnx.zip DELETED
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precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml DELETED
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- precompiled_qnn_onnx:
3
- qairt: 2.36.4.250725200057_123280
 
 
 
 
tool-versions.yaml CHANGED
@@ -1,4 +1,4 @@
1
  tool_versions:
2
  onnx:
3
- qairt: 2.36.4.250725200057_123280
4
  onnx_runtime: 1.22.2
 
1
  tool_versions:
2
  onnx:
3
+ qairt: 2.37.1.250807093845_124904
4
  onnx_runtime: 1.22.2