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v0.42.0

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See https://github.com/quic/ai-hub-models/releases/v0.42.0 for changelog.

Files changed (5) hide show
  1. QuickSRNetLarge_float.dlc +2 -2
  2. QuickSRNetLarge_float.onnx.zip +1 -1
  3. QuickSRNetLarge_w8a8.dlc +0 -3
  4. README.md +47 -60
  5. tool-versions.yaml +3 -2
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README.md CHANGED
@@ -36,64 +36,51 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | QuickSRNetLarge | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 12.496 ms | 3 - 20 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 | 11.845 ms | 0 - 16 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 | 3.45 ms | 0 - 29 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 | 3.259 ms | 0 - 29 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 | 2.236 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 | 1.803 ms | 0 - 4 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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- | QuickSRNetLarge | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.366 ms | 0 - 6 MB | NPU | [QuickSRNetLarge.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx.zip) |
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- | QuickSRNetLarge | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.844 ms | 0 - 17 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 | 3.394 ms | 0 - 16 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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- | QuickSRNetLarge | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 12.496 ms | 3 - 20 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 | 11.845 ms | 0 - 16 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 | 2.249 ms | 0 - 5 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 | 1.803 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 | 4.31 ms | 0 - 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 | 3.939 ms | 0 - 22 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 | 2.24 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 | 1.8 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 | 3.844 ms | 0 - 17 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 | 3.394 ms | 0 - 16 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 | TFLITE | 1.542 ms | 0 - 33 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 | 1.279 ms | 0 - 29 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 | 1.628 ms | 0 - 31 MB | NPU | [QuickSRNetLarge.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx.zip) |
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- | QuickSRNetLarge | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.263 ms | 0 - 20 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.032 ms | 0 - 22 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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- | QuickSRNetLarge | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.35 ms | 0 - 22 MB | NPU | [QuickSRNetLarge.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx.zip) |
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- | QuickSRNetLarge | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.991 ms | 0 - 20 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.833 ms | 0 - 20 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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- | QuickSRNetLarge | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.046 ms | 0 - 18 MB | NPU | [QuickSRNetLarge.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx.zip) |
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- | QuickSRNetLarge | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.024 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 | 2.297 ms | 8 - 8 MB | NPU | [QuickSRNetLarge.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx.zip) |
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- | QuickSRNetLarge | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.382 ms | 1 - 18 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 | 1.961 ms | 0 - 17 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 | 0.952 ms | 0 - 31 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 | 0.85 ms | 0 - 26 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 | 0.861 ms | 0 - 8 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 | 0.569 ms | 0 - 8 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 | 1.088 ms | 0 - 17 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 | 0.773 ms | 0 - 17 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 | 2.961 ms | 0 - 22 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 | 2.932 ms | 0 - 20 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 | 38.336 ms | 1 - 3 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 | 2.382 ms | 1 - 18 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 | 1.961 ms | 0 - 17 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 | 0.867 ms | 0 - 8 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 | 0.57 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 | 1.541 ms | 0 - 23 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 | 1.338 ms | 0 - 22 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 | 0.867 ms | 0 - 8 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 | 0.577 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 | 1.088 ms | 0 - 17 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 | 0.773 ms | 0 - 17 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 | TFLITE | 0.547 ms | 0 - 23 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 | 0.407 ms | 0 - 30 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.495 ms | 0 - 24 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.339 ms | 0 - 21 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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- | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.436 ms | 0 - 20 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
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- | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.263 ms | 0 - 19 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 | QNN_DLC | 0.704 ms | 1 - 1 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.dlc) |
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@@ -107,9 +94,9 @@ pip install qai-hub-models
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  ```
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- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
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- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
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  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
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  With this API token, you can configure your client to run models on the cloud
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  ```bash
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  qai-hub configure --api_token API_TOKEN
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  ```
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- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
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@@ -228,7 +215,7 @@ With the output of the model, you can compute like PSNR, relative errors or
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  spot check the output with expected output.
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  **Note**: This on-device profiling and inference requires access to Qualcomm®
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- AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
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  | 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 | 12.464 ms | 3 - 22 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 | 11.887 ms | 0 - 17 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 | 3.459 ms | 0 - 33 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 | 3.257 ms | 0 - 34 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 | 2.248 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 | 1.805 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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+ | QuickSRNetLarge | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.326 ms | 0 - 7 MB | NPU | [QuickSRNetLarge.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx.zip) |
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+ | QuickSRNetLarge | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.88 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 | 3.384 ms | 0 - 18 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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+ | QuickSRNetLarge | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 12.464 ms | 3 - 22 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 | 11.887 ms | 0 - 17 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 | 2.249 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 | 1.817 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
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+ | QuickSRNetLarge | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.29 ms | 0 - 24 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 | 3.915 ms | 0 - 25 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 | 2.245 ms | 0 - 4 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 | 1.801 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
56
+ | QuickSRNetLarge | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.88 ms | 0 - 19 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
57
+ | QuickSRNetLarge | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.384 ms | 0 - 18 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
58
  | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.542 ms | 0 - 33 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
59
+ | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.292 ms | 7 - 36 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
60
+ | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.635 ms | 0 - 25 MB | NPU | [QuickSRNetLarge.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx.zip) |
61
+ | QuickSRNetLarge | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.262 ms | 0 - 22 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
62
+ | QuickSRNetLarge | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.041 ms | 0 - 26 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
63
+ | QuickSRNetLarge | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.329 ms | 0 - 22 MB | NPU | [QuickSRNetLarge.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx.zip) |
64
+ | QuickSRNetLarge | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.996 ms | 0 - 21 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
65
+ | QuickSRNetLarge | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.836 ms | 0 - 22 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
66
+ | QuickSRNetLarge | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.049 ms | 0 - 19 MB | NPU | [QuickSRNetLarge.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx.zip) |
67
+ | QuickSRNetLarge | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.04 ms | 0 - 0 MB | NPU | [QuickSRNetLarge.dlc](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.dlc) |
68
+ | QuickSRNetLarge | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.319 ms | 8 - 8 MB | NPU | [QuickSRNetLarge.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx.zip) |
69
+ | QuickSRNetLarge | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.377 ms | 1 - 19 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
70
+ | QuickSRNetLarge | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.956 ms | 0 - 30 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
71
+ | QuickSRNetLarge | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.871 ms | 0 - 8 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
72
+ | QuickSRNetLarge | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.088 ms | 0 - 18 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
73
+ | QuickSRNetLarge | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.985 ms | 0 - 23 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
74
+ | QuickSRNetLarge | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 38.908 ms | 1 - 3 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
75
+ | QuickSRNetLarge | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.377 ms | 1 - 19 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
 
 
 
 
 
 
76
  | QuickSRNetLarge | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.867 ms | 0 - 8 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
77
+ | QuickSRNetLarge | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.53 ms | 0 - 24 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
78
+ | QuickSRNetLarge | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.872 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
79
+ | QuickSRNetLarge | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.088 ms | 0 - 18 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
80
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.542 ms | 0 - 33 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
81
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.494 ms | 0 - 26 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
82
+ | QuickSRNetLarge | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 1.065 ms | 0 - 25 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
83
+ | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.429 ms | 0 - 21 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
 
 
 
 
 
 
 
84
 
85
 
86
 
 
94
  ```
95
 
96
 
97
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
98
 
99
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
100
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
101
 
102
  With this API token, you can configure your client to run models on the cloud
 
104
  ```bash
105
  qai-hub configure --api_token API_TOKEN
106
  ```
107
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
108
 
109
 
110
 
 
215
  spot check the output with expected output.
216
 
217
  **Note**: This on-device profiling and inference requires access to Qualcomm®
218
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
219
 
220
 
221
 
tool-versions.yaml CHANGED
@@ -1,3 +1,4 @@
1
  tool_versions:
2
- qnn_dlc:
3
- qairt: 2.39.0.250925215840_163802
 
 
1
  tool_versions:
2
+ tflite:
3
+ qairt: 2.40.0.251030114326_189385
4
+ tflite: 2.17.0