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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. QuickSRNetSmall_float.dlc +2 -2
  2. QuickSRNetSmall_float.onnx.zip +1 -1
  3. QuickSRNetSmall_w8a8.dlc +0 -0
  4. README.md +64 -61
  5. tool-versions.yaml +1 -1
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QuickSRNetSmall_w8a8.dlc CHANGED
Binary files a/QuickSRNetSmall_w8a8.dlc and b/QuickSRNetSmall_w8a8.dlc differ
 
README.md CHANGED
@@ -36,63 +36,66 @@ 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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- | QuickSRNetSmall | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.355 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 | 1.892 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 | 1.135 ms | 0 - 30 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 | 1.033 ms | 0 - 20 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 | 0.976 ms | 3 - 9 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 | 0.737 ms | 0 - 4 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 | 1.175 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 | 1.376 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 | 1.068 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 | 2.355 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 | 1.892 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 | 0.995 ms | 0 - 7 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 | 0.733 ms | 0 - 6 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.581 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 | 1.391 ms | 0 - 21 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 | 0.992 ms | 0 - 6 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 | 0.739 ms | 0 - 3 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.376 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 | 1.068 ms | 0 - 15 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 | TFLITE | 0.609 ms | 0 - 25 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 | 0.447 ms | 0 - 25 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 | 0.722 ms | 0 - 21 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx.zip) |
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- | QuickSRNetSmall | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.461 ms | 0 - 17 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.346 ms | 0 - 23 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.546 ms | 0 - 20 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx.zip) |
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- | QuickSRNetSmall | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.434 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.324 ms | 0 - 19 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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- | QuickSRNetSmall | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.524 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 | 0.846 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 | 1.056 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 | 0.889 ms | 0 - 14 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 | 0.802 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 | 0.464 ms | 1 - 22 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 | 0.46 ms | 0 - 22 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 | 0.397 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 | 0.333 ms | 0 - 3 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.592 ms | 1 - 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 | 0.535 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 | 8.633 ms | 4 - 27 MB | GPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 11.445 ms | 1 - 3 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.889 ms | 0 - 14 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 | 0.802 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 | 0.391 ms | 0 - 10 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 | 0.335 ms | 0 - 3 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 | 0.791 ms | 1 - 23 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 | 0.719 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 | 0.394 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 | 0.352 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 | 0.592 ms | 1 - 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 | 0.535 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 S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.25 ms | 0 - 25 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 | 0.217 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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.211 ms | 0 - 17 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.172 ms | 0 - 17 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.159 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.143 ms | 0 - 17 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 | QNN_DLC | 0.45 ms | 6 - 6 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
 
 
 
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@@ -106,9 +109,9 @@ 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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@@ -227,7 +230,7 @@ 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
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  |---|---|---|---|---|---|---|---|---|
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+ | QuickSRNetSmall | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.357 ms | 1 - 17 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 | 1.824 ms | 0 - 16 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 | 1.138 ms | 0 - 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 | 1.034 ms | 0 - 25 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 | 1.086 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 | 0.739 ms | 0 - 6 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 | 1.117 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 | 1.419 ms | 0 - 16 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 | 1.077 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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+ | QuickSRNetSmall | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.357 ms | 1 - 17 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 | 1.824 ms | 0 - 16 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 | 0.994 ms | 0 - 7 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 | 0.791 ms | 0 - 6 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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+ | QuickSRNetSmall | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.56 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 | 1.393 ms | 0 - 22 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 | 0.991 ms | 0 - 7 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 | 0.738 ms | 0 - 7 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
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+ | QuickSRNetSmall | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.419 ms | 0 - 16 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 | 1.077 ms | 0 - 16 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 | 0.617 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 | 0.451 ms | 0 - 28 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 | 0.721 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 | 0.471 ms | 0 - 20 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 | 0.351 ms | 0 - 20 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 | 0.545 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx.zip) |
64
+ | QuickSRNetSmall | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.427 ms | 0 - 18 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
65
+ | QuickSRNetSmall | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.326 ms | 0 - 20 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
66
+ | QuickSRNetSmall | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.514 ms | 2 - 18 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx.zip) |
67
+ | QuickSRNetSmall | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.878 ms | 2 - 2 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.dlc) |
68
+ | QuickSRNetSmall | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.018 ms | 8 - 8 MB | NPU | [QuickSRNetSmall.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx.zip) |
69
+ | QuickSRNetSmall | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.863 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
70
+ | QuickSRNetSmall | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.777 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
71
+ | QuickSRNetSmall | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.465 ms | 0 - 25 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
72
+ | QuickSRNetSmall | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.458 ms | 0 - 28 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
73
+ | QuickSRNetSmall | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.397 ms | 0 - 3 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
74
+ | QuickSRNetSmall | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.339 ms | 0 - 3 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
75
+ | QuickSRNetSmall | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.592 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
76
+ | QuickSRNetSmall | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.525 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
77
+ | QuickSRNetSmall | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.948 ms | 0 - 19 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
78
+ | QuickSRNetSmall | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 0.874 ms | 0 - 19 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
79
+ | QuickSRNetSmall | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 11.807 ms | 1 - 3 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
80
+ | QuickSRNetSmall | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.863 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
81
+ | QuickSRNetSmall | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.777 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
82
+ | QuickSRNetSmall | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.388 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 | 0.345 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 | 0.786 ms | 1 - 22 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
85
+ | QuickSRNetSmall | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.701 ms | 0 - 22 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
86
+ | QuickSRNetSmall | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.401 ms | 0 - 10 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
87
+ | QuickSRNetSmall | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.342 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 | 0.592 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
89
+ | QuickSRNetSmall | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.525 ms | 0 - 16 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 | 0.253 ms | 0 - 26 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 | 0.211 ms | 0 - 26 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
92
+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.214 ms | 0 - 22 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
93
+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.171 ms | 0 - 26 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
94
+ | QuickSRNetSmall | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 0.406 ms | 0 - 25 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
95
+ | QuickSRNetSmall | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 0.354 ms | 0 - 21 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
96
+ | QuickSRNetSmall | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.165 ms | 0 - 18 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
97
+ | QuickSRNetSmall | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.141 ms | 0 - 18 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
98
+ | 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) |
99
 
100
 
101
 
 
109
  ```
110
 
111
 
112
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
113
 
114
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
115
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
116
 
117
  With this API token, you can configure your client to run models on the cloud
 
119
  ```bash
120
  qai-hub configure --api_token API_TOKEN
121
  ```
122
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
123
 
124
 
125
 
 
230
  spot check the output with expected output.
231
 
232
  **Note**: This on-device profiling and inference requires access to Qualcomm®
233
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
234
 
235
 
236
 
tool-versions.yaml CHANGED
@@ -1,3 +1,3 @@
1
  tool_versions:
2
  qnn_dlc:
3
- qairt: 2.39.0.250925215840_163802
 
1
  tool_versions:
2
  qnn_dlc:
3
+ qairt: 2.40.0.251030114326_189385