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v0.34.0

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See https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.

Files changed (11) hide show
  1. QuickSRNetLarge.tflite +2 -2
  2. QuickSRNetLarge_w8a8.dlc +1 -1
  3. QuickSRNetLarge_w8a8.onnx.zip +2 -2
  4. QuickSRNetLarge_w8a8.tflite +2 -2
  5. README.md +46 -55
  6. precompiled/qualcomm-qcs6490-proxy/QuickSRNetLarge_w8a8.bin +1 -1
  7. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +3 -0
  8. precompiled/qualcomm-snapdragon-x-elite/QuickSRNetLarge.onnx.zip +2 -2
  9. precompiled/qualcomm-snapdragon-x-elite/QuickSRNetLarge_w8a8.bin +1 -1
  10. precompiled/qualcomm-snapdragon-x-elite/QuickSRNetLarge_w8a8.onnx.zip +2 -2
  11. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
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README.md CHANGED
@@ -23,6 +23,7 @@ More details on model performance across various devices, can be found
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  [here](https://aihub.qualcomm.com/models/quicksrnetlarge).
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  ### Model Details
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  - **Model Type:** Model_use_case.super_resolution
@@ -35,67 +36,67 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
- | QuickSRNetLarge | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.224 ms | 6 - 19 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 11.838 ms | 0 - 11 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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- | QuickSRNetLarge | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.836 ms | 6 - 36 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.226 ms | 0 - 30 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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- | QuickSRNetLarge | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.475 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.957 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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- | QuickSRNetLarge | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.425 ms | 6 - 21 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.441 ms | 0 - 13 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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- | QuickSRNetLarge | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 14.224 ms | 6 - 19 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 11.838 ms | 0 - 11 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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- | QuickSRNetLarge | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.504 ms | 0 - 6 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.976 ms | 0 - 4 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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- | QuickSRNetLarge | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.754 ms | 6 - 22 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.901 ms | 0 - 18 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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- | QuickSRNetLarge | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.619 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.951 ms | 0 - 4 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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- | QuickSRNetLarge | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.425 ms | 6 - 21 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.441 ms | 0 - 13 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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- | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.527 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.975 ms | 0 - 4 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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  | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.581 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
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- | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.528 ms | 0 - 30 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.289 ms | 0 - 25 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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  | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.652 ms | 0 - 29 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
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- | QuickSRNetLarge | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.511 ms | 1 - 21 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.335 ms | 0 - 17 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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  | QuickSRNetLarge | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.462 ms | 3 - 25 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
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  | QuickSRNetLarge | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.204 ms | 0 - 0 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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  | QuickSRNetLarge | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.456 ms | 8 - 8 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
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- | QuickSRNetLarge | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.049 ms | 2 - 15 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.976 ms | 0 - 12 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.998 ms | 2 - 29 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.885 ms | 0 - 22 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.405 ms | 0 - 6 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.61 ms | 0 - 7 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.19 ms | 0 - 15 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.825 ms | 0 - 15 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.12 ms | 2 - 19 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 3.135 ms | 0 - 17 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 36.941 ms | 2 - 4 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.049 ms | 2 - 15 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.976 ms | 0 - 12 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.449 ms | 0 - 6 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.621 ms | 0 - 8 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.831 ms | 2 - 22 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.348 ms | 0 - 15 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.425 ms | 0 - 6 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.62 ms | 0 - 8 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.19 ms | 0 - 15 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.825 ms | 0 - 15 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.434 ms | 0 - 6 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.625 ms | 0 - 7 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 14.738 ms | 19 - 30 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
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- | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.149 ms | 0 - 21 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.398 ms | 0 - 21 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 11.688 ms | 24 - 46 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
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- | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.571 ms | 0 - 23 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.417 ms | 0 - 19 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 10.645 ms | 23 - 45 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
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- | QuickSRNetLarge | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.878 ms | 2 - 2 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.681 ms | 33 - 33 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
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@@ -153,17 +154,7 @@ device. This script does the following:
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  ```bash
154
  python -m qai_hub_models.models.quicksrnetlarge.export
155
  ```
156
- ```
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- Profiling Results
158
- ------------------------------------------------------------
159
- QuickSRNetLarge
160
- Device : cs_8275 (ANDROID 14)
161
- Runtime : TFLITE
162
- Estimated inference time (ms) : 14.2
163
- Estimated peak memory usage (MB): [6, 19]
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- Total # Ops : 31
165
- Compute Unit(s) : npu (28 ops) gpu (0 ops) cpu (3 ops)
166
- ```
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168
 
169
  ## How does this work?
 
23
  [here](https://aihub.qualcomm.com/models/quicksrnetlarge).
24
 
25
 
26
+
27
  ### Model Details
28
 
29
  - **Model Type:** Model_use_case.super_resolution
 
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | QuickSRNetLarge | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 12.682 ms | 3 - 21 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 11.838 ms | 0 - 11 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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+ | QuickSRNetLarge | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.542 ms | 0 - 28 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.226 ms | 0 - 30 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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+ | QuickSRNetLarge | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.342 ms | 0 - 7 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.957 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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+ | QuickSRNetLarge | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.984 ms | 0 - 19 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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  | QuickSRNetLarge | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.441 ms | 0 - 13 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
47
+ | QuickSRNetLarge | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 12.682 ms | 3 - 21 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
48
  | QuickSRNetLarge | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 11.838 ms | 0 - 11 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
49
+ | QuickSRNetLarge | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.36 ms | 0 - 7 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
50
  | QuickSRNetLarge | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.976 ms | 0 - 4 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
51
+ | QuickSRNetLarge | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.42 ms | 0 - 25 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
52
  | QuickSRNetLarge | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.901 ms | 0 - 18 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
53
+ | QuickSRNetLarge | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.334 ms | 0 - 8 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
54
  | QuickSRNetLarge | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.951 ms | 0 - 4 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
55
+ | QuickSRNetLarge | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.984 ms | 0 - 19 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
56
  | QuickSRNetLarge | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.441 ms | 0 - 13 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
57
+ | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.344 ms | 0 - 7 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
58
  | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.975 ms | 0 - 4 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
59
  | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.581 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
60
+ | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.594 ms | 0 - 35 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
61
  | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.289 ms | 0 - 25 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
62
  | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.652 ms | 0 - 29 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
63
+ | QuickSRNetLarge | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.489 ms | 0 - 21 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
64
  | QuickSRNetLarge | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.335 ms | 0 - 17 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
65
  | QuickSRNetLarge | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.462 ms | 3 - 25 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
66
  | QuickSRNetLarge | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.204 ms | 0 - 0 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
67
  | QuickSRNetLarge | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.456 ms | 8 - 8 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
68
+ | QuickSRNetLarge | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.521 ms | 0 - 15 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
69
+ | QuickSRNetLarge | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.99 ms | 0 - 13 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
70
+ | QuickSRNetLarge | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.64 ms | 0 - 27 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
71
+ | QuickSRNetLarge | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.875 ms | 0 - 28 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
72
+ | QuickSRNetLarge | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.563 ms | 0 - 6 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
73
+ | QuickSRNetLarge | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.631 ms | 0 - 4 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
74
+ | QuickSRNetLarge | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.787 ms | 0 - 17 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
75
+ | QuickSRNetLarge | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.831 ms | 0 - 15 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
76
+ | QuickSRNetLarge | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 5.521 ms | 1 - 24 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
77
+ | QuickSRNetLarge | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 3.127 ms | 0 - 19 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
78
+ | QuickSRNetLarge | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 38.503 ms | 1 - 3 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
79
+ | QuickSRNetLarge | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.521 ms | 0 - 15 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
80
+ | QuickSRNetLarge | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.99 ms | 0 - 13 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
81
+ | QuickSRNetLarge | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.565 ms | 0 - 6 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
82
+ | QuickSRNetLarge | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.614 ms | 0 - 8 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
83
+ | QuickSRNetLarge | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.338 ms | 0 - 25 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
84
+ | QuickSRNetLarge | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.322 ms | 0 - 22 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
85
+ | QuickSRNetLarge | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.567 ms | 0 - 4 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
86
+ | QuickSRNetLarge | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.63 ms | 0 - 8 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
87
+ | QuickSRNetLarge | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.787 ms | 0 - 17 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
88
+ | QuickSRNetLarge | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.831 ms | 0 - 15 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
89
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.564 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
90
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.619 ms | 0 - 7 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
91
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 14.288 ms | 21 - 32 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
92
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.997 ms | 1 - 21 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
93
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.399 ms | 0 - 26 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
94
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 11.676 ms | 24 - 48 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
95
+ | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.728 ms | 0 - 22 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
96
+ | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.47 ms | 0 - 23 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
97
+ | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 10.406 ms | 23 - 44 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
98
+ | QuickSRNetLarge | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.876 ms | 2 - 2 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
99
+ | QuickSRNetLarge | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.607 ms | 33 - 33 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
100
 
101
 
102
 
 
154
  ```bash
155
  python -m qai_hub_models.models.quicksrnetlarge.export
156
  ```
157
+
 
 
 
 
 
 
 
 
 
 
158
 
159
 
160
  ## How does this work?
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