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v0.30.5

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See https://github.com/quic/ai-hub-models/releases/v0.30.5 for changelog.

Files changed (3) hide show
  1. QuickSRNetLarge_w8a8.onnx +2 -2
  2. QuickSRNetLarge_w8a8.tflite +2 -2
  3. README.md +62 -62
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README.md CHANGED
@@ -35,67 +35,67 @@ 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
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  |---|---|---|---|---|---|---|---|---|
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- | QuickSRNetLarge | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.243 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 | 87.112 ms | 1 - 10 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.719 ms | 6 - 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 | 3.524 ms | 0 - 20 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.48 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 | 1.967 ms | 0 - 4 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.445 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 | 3.474 ms | 0 - 15 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 14.243 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 | 87.112 ms | 1 - 10 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.571 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 | 2.02 ms | 0 - 2 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.75 ms | 6 - 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 | 3.788 ms | 0 - 18 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.505 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 | 1.976 ms | 0 - 2 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.445 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 | 3.474 ms | 0 - 15 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 3.736 ms | 6 - 11 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 | 1.979 ms | 0 - 4 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.563 ms | 0 - 7 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 | 1.678 ms | 0 - 29 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 | 1.297 ms | 0 - 22 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.702 ms | 0 - 31 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 | 1.971 ms | 0 - 19 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 | 1.342 ms | 0 - 20 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.759 ms | 0 - 18 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 | 2.127 ms | 0 - 0 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.451 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 | 16.226 ms | 2 - 14 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 | 11.495 ms | 0 - 9 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.636 ms | 2 - 27 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 | 0.969 ms | 0 - 25 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.451 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 | 0.617 ms | 0 - 2 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.163 ms | 0 - 16 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 | 0.827 ms | 0 - 14 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.951 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 | 2.937 ms | 0 - 15 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 39.846 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 | 16.226 ms | 2 - 14 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 | 11.495 ms | 0 - 9 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.431 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 | 0.625 ms | 0 - 2 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.364 ms | 0 - 15 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 | 1.326 ms | 0 - 18 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.432 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 | 0.621 ms | 0 - 10 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.163 ms | 0 - 16 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 | 0.827 ms | 0 - 14 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.447 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 | 0.619 ms | 0 - 7 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 14.212 ms | 22 - 34 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 | 1.096 ms | 0 - 25 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 | 0.402 ms | 0 - 22 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 11.695 ms | 23 - 45 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 | 1.467 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 QRD | Snapdragon® 8 Elite Mobile | QNN | 0.348 ms | 0 - 20 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 10.742 ms | 21 - 43 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 | 0.739 ms | 0 - 0 MB | NPU | Use Export Script |
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- | QuickSRNetLarge | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.606 ms | 33 - 33 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
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@@ -159,7 +159,7 @@ Profiling Results
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  QuickSRNetLarge
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 14.2
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  Estimated peak memory usage (MB): [6, 19]
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  Total # Ops : 31
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  Compute Unit(s) : npu (28 ops) gpu (0 ops) cpu (3 ops)
@@ -249,13 +249,13 @@ AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
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  You can also run the demo on-device.
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  ```bash
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- python -m qai_hub_models.models.quicksrnetlarge.demo --on-device
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  ```
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255
  **NOTE**: If you want running in a Jupyter Notebook or Google Colab like
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  environment, please add the following to your cell (instead of the above).
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  ```
258
- %run -m qai_hub_models.models.quicksrnetlarge.demo -- --on-device
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  ```
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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 | 90.255 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 | 87.044 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | QuickSRNetLarge | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.067 ms | 6 - 26 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 | 3.264 ms | 0 - 24 MB | NPU | Use Export Script |
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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 | 1.986 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | QuickSRNetLarge | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.413 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 | 3.474 ms | 0 - 13 MB | NPU | Use Export Script |
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+ | QuickSRNetLarge | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 90.255 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 | 87.044 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | QuickSRNetLarge | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.503 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 | 2.008 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | QuickSRNetLarge | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.668 ms | 6 - 27 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 3.905 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | QuickSRNetLarge | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.526 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 | 1.974 ms | 0 - 4 MB | NPU | Use Export Script |
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+ | QuickSRNetLarge | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.413 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 | 3.474 ms | 0 - 13 MB | NPU | Use Export Script |
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+ | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.5 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 | 1.978 ms | 0 - 4 MB | NPU | Use Export Script |
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+ | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.577 ms | 0 - 8 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 | 1.655 ms | 0 - 24 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 | 1.289 ms | 0 - 24 MB | NPU | Use Export Script |
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+ | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.67 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 | 1.898 ms | 0 - 24 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 | 1.333 ms | 0 - 17 MB | NPU | Use Export Script |
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+ | QuickSRNetLarge | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.756 ms | 3 - 21 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 | 2.153 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | QuickSRNetLarge | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.44 ms | 7 - 7 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 | 13.742 ms | 2 - 14 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 | 11.495 ms | 0 - 9 MB | NPU | Use Export Script |
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+ | QuickSRNetLarge | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.337 ms | 0 - 28 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 | 0.879 ms | 0 - 21 MB | NPU | Use Export Script |
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+ | QuickSRNetLarge | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.429 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 | 0.628 ms | 0 - 2 MB | NPU | Use Export Script |
73
+ | QuickSRNetLarge | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.218 ms | 0 - 15 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
74
+ | QuickSRNetLarge | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.818 ms | 0 - 12 MB | NPU | Use Export Script |
75
+ | QuickSRNetLarge | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.186 ms | 2 - 18 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
76
+ | QuickSRNetLarge | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 3.057 ms | 0 - 14 MB | NPU | Use Export Script |
77
+ | QuickSRNetLarge | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 38.894 ms | 2 - 4 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
78
+ | QuickSRNetLarge | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 13.742 ms | 2 - 14 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
79
  | QuickSRNetLarge | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 11.495 ms | 0 - 9 MB | NPU | Use Export Script |
80
+ | QuickSRNetLarge | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.484 ms | 0 - 3 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
81
+ | QuickSRNetLarge | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.638 ms | 0 - 4 MB | NPU | Use Export Script |
82
+ | QuickSRNetLarge | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.99 ms | 0 - 15 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
83
+ | QuickSRNetLarge | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.328 ms | 0 - 17 MB | NPU | Use Export Script |
84
+ | QuickSRNetLarge | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.426 ms | 0 - 6 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
85
+ | QuickSRNetLarge | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.615 ms | 0 - 2 MB | NPU | Use Export Script |
86
+ | QuickSRNetLarge | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.218 ms | 0 - 15 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
87
+ | QuickSRNetLarge | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.818 ms | 0 - 12 MB | NPU | Use Export Script |
88
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.416 ms | 0 - 4 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
89
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.617 ms | 0 - 7 MB | NPU | Use Export Script |
90
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 15.349 ms | 18 - 29 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
91
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.095 ms | 0 - 25 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
92
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.398 ms | 0 - 24 MB | NPU | Use Export Script |
93
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 11.758 ms | 24 - 51 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
94
+ | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.302 ms | 0 - 22 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
95
+ | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.413 ms | 0 - 19 MB | NPU | Use Export Script |
96
+ | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 10.81 ms | 20 - 44 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
97
+ | QuickSRNetLarge | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.718 ms | 0 - 0 MB | NPU | Use Export Script |
98
+ | QuickSRNetLarge | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.648 ms | 33 - 33 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
99
 
100
 
101
 
 
159
  QuickSRNetLarge
160
  Device : cs_8275 (ANDROID 14)
161
  Runtime : TFLITE
162
+ Estimated inference time (ms) : 90.3
163
  Estimated peak memory usage (MB): [6, 19]
164
  Total # Ops : 31
165
  Compute Unit(s) : npu (28 ops) gpu (0 ops) cpu (3 ops)
 
249
  You can also run the demo on-device.
250
 
251
  ```bash
252
+ python -m qai_hub_models.models.quicksrnetlarge.demo --eval-mode on-device
253
  ```
254
 
255
  **NOTE**: If you want running in a Jupyter Notebook or Google Colab like
256
  environment, please add the following to your cell (instead of the above).
257
  ```
258
+ %run -m qai_hub_models.models.quicksrnetlarge.demo -- --eval-mode on-device
259
  ```
260
 
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