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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. QuickSRNetSmall_float.dlc +2 -2
  2. QuickSRNetSmall_float.onnx.zip +2 -2
  3. QuickSRNetSmall_w8a8.dlc +0 -0
  4. QuickSRNetSmall_w8a8.onnx.zip +2 -2
  5. QuickSRNetSmall_w8a8.tflite +1 -1
  6. README.md +60 -66
  7. precompiled/qualcomm-qcs6490-proxy/QuickSRNetSmall_w8a8.bin +0 -3
  8. precompiled/qualcomm-qcs6490-proxy/QuickSRNetSmall_w8a8.onnx.zip +0 -3
  9. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/QuickSRNetSmall_float.bin +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/QuickSRNetSmall_float.onnx.zip +0 -3
  12. precompiled/qualcomm-snapdragon-x-elite/QuickSRNetSmall_w8a8.bin +0 -3
  13. precompiled/qualcomm-snapdragon-x-elite/QuickSRNetSmall_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
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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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  |---|---|---|---|---|---|---|---|---|
39
- | QuickSRNetSmall | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.319 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.856 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.128 ms | 2 - 31 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.024 ms | 0 - 27 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.991 ms | 0 - 7 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.736 ms | 0 - 7 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.068 ms | 0 - 9 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx.zip) |
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- | QuickSRNetSmall | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.405 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.075 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.319 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.856 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.989 ms | 0 - 4 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.74 ms | 2 - 8 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.559 ms | 0 - 21 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.343 ms | 0 - 24 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.993 ms | 0 - 4 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.754 ms | 0 - 4 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.405 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.075 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.98 ms | 0 - 6 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.734 ms | 0 - 7 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.124 ms | 0 - 9 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx.zip) |
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- | QuickSRNetSmall | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.607 ms | 0 - 22 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.44 ms | 0 - 27 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.726 ms | 0 - 22 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx.zip) |
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- | QuickSRNetSmall | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.563 ms | 0 - 20 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.361 ms | 0 - 26 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.644 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx.zip) |
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- | QuickSRNetSmall | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.854 ms | 2 - 2 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.11 ms | 8 - 8 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx.zip) |
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- | QuickSRNetSmall | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.895 ms | 1 - 15 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.808 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.463 ms | 1 - 29 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.453 ms | 0 - 26 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.393 ms | 0 - 10 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.313 ms | 0 - 4 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.227 ms | 0 - 18 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx.zip) |
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- | QuickSRNetSmall | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.59 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.506 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.934 ms | 0 - 18 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 0.87 ms | 0 - 18 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 13.734 ms | 17 - 28 MB | CPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx.zip) |
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- | QuickSRNetSmall | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 11.86 ms | 1 - 3 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 12.679 ms | 18 - 20 MB | CPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx.zip) |
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- | QuickSRNetSmall | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.895 ms | 1 - 15 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.808 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.389 ms | 0 - 4 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.316 ms | 0 - 10 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.747 ms | 0 - 24 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.692 ms | 0 - 21 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.395 ms | 0 - 10 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.327 ms | 0 - 10 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.59 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.506 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.387 ms | 0 - 3 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.336 ms | 0 - 3 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 3.145 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx.zip) |
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- | QuickSRNetSmall | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.248 ms | 0 - 24 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.216 ms | 0 - 24 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.338 ms | 0 - 25 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx.zip) |
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- | QuickSRNetSmall | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.254 ms | 1 - 21 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.207 ms | 0 - 24 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.977 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx.zip) |
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- | QuickSRNetSmall | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.433 ms | 6 - 6 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.277 ms | 31 - 31 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx.zip) |
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@@ -182,7 +176,7 @@ from qai_hub_models.models.quicksrnetsmall import Model
182
  torch_model = Model.from_pretrained()
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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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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | QuickSRNetSmall | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.347 ms | 1 - 16 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.877 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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+ | QuickSRNetSmall | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.133 ms | 0 - 25 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.024 ms | 0 - 30 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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+ | QuickSRNetSmall | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.99 ms | 0 - 7 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
44
+ | QuickSRNetSmall | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.737 ms | 0 - 7 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
45
+ | QuickSRNetSmall | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.133 ms | 0 - 9 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx.zip) |
46
+ | QuickSRNetSmall | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.409 ms | 1 - 15 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
47
+ | QuickSRNetSmall | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.076 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
48
+ | QuickSRNetSmall | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.347 ms | 1 - 16 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
49
+ | QuickSRNetSmall | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.877 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
50
+ | QuickSRNetSmall | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.977 ms | 0 - 7 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
51
+ | QuickSRNetSmall | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.733 ms | 0 - 3 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
52
+ | QuickSRNetSmall | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.592 ms | 0 - 21 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
53
+ | QuickSRNetSmall | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.379 ms | 0 - 24 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
54
+ | QuickSRNetSmall | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.993 ms | 0 - 6 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
55
+ | QuickSRNetSmall | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.753 ms | 0 - 6 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
56
+ | QuickSRNetSmall | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.409 ms | 1 - 15 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
57
+ | QuickSRNetSmall | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.076 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
58
+ | QuickSRNetSmall | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.608 ms | 0 - 25 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
59
+ | QuickSRNetSmall | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.439 ms | 0 - 27 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
60
+ | QuickSRNetSmall | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.719 ms | 0 - 22 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx.zip) |
61
+ | QuickSRNetSmall | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.467 ms | 0 - 21 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
62
+ | QuickSRNetSmall | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.36 ms | 0 - 19 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
63
+ | QuickSRNetSmall | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.541 ms | 0 - 17 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx.zip) |
64
+ | QuickSRNetSmall | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.858 ms | 2 - 2 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
65
+ | QuickSRNetSmall | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.035 ms | 8 - 8 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx.zip) |
66
+ | QuickSRNetSmall | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.871 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
67
+ | QuickSRNetSmall | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.785 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
68
+ | QuickSRNetSmall | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.461 ms | 0 - 28 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
69
+ | QuickSRNetSmall | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.456 ms | 0 - 28 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
70
+ | QuickSRNetSmall | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.394 ms | 0 - 2 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
71
+ | QuickSRNetSmall | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.318 ms | 0 - 3 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
72
+ | QuickSRNetSmall | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.263 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx.zip) |
73
+ | QuickSRNetSmall | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.59 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
74
+ | QuickSRNetSmall | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.508 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
75
+ | QuickSRNetSmall | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.942 ms | 0 - 19 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
76
+ | QuickSRNetSmall | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 0.847 ms | 0 - 18 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
77
+ | QuickSRNetSmall | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 14.876 ms | 17 - 27 MB | CPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx.zip) |
78
+ | QuickSRNetSmall | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 11.111 ms | 1 - 3 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
79
+ | QuickSRNetSmall | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 12.625 ms | 17 - 20 MB | CPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx.zip) |
80
+ | QuickSRNetSmall | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.871 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
81
+ | QuickSRNetSmall | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.785 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
82
+ | QuickSRNetSmall | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.394 ms | 0 - 10 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
83
+ | QuickSRNetSmall | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.318 ms | 0 - 10 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
84
+ | QuickSRNetSmall | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.78 ms | 0 - 21 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
85
+ | QuickSRNetSmall | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.68 ms | 0 - 24 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
86
+ | QuickSRNetSmall | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.395 ms | 0 - 3 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
87
+ | QuickSRNetSmall | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.332 ms | 0 - 10 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
88
+ | QuickSRNetSmall | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.59 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
89
+ | QuickSRNetSmall | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.508 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
90
+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.249 ms | 0 - 23 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
91
+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.214 ms | 0 - 25 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
92
+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.593 ms | 0 - 23 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx.zip) |
93
+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.214 ms | 0 - 17 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
94
+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.171 ms | 0 - 17 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
95
+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.921 ms | 0 - 18 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx.zip) |
96
+ | QuickSRNetSmall | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.432 ms | 6 - 6 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
97
+ | QuickSRNetSmall | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.303 ms | 31 - 31 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_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-snapdragon-x-elite/QuickSRNetSmall_w8a8.bin DELETED
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precompiled/qualcomm-snapdragon-x-elite/QuickSRNetSmall_w8a8.onnx.zip DELETED
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tool-versions.yaml CHANGED
@@ -1,4 +1,4 @@
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  tool_versions:
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  onnx:
3
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4
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1
  tool_versions:
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  onnx:
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+ qairt: 2.37.1.250807093845_124904
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  onnx_runtime: 1.22.2