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v0.32.0

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See https://github.com/quic/ai-hub-models/releases/v0.32.0 for changelog.

Files changed (8) hide show
  1. .gitattributes +1 -0
  2. DEPLOYMENT_MODEL_LICENSE.pdf +3 -0
  3. LICENSE +2 -0
  4. QuickSRNetMedium.onnx +2 -2
  5. QuickSRNetMedium_w8a8.dlc +0 -0
  6. QuickSRNetMedium_w8a8.onnx +2 -2
  7. QuickSRNetMedium_w8a8.tflite +1 -1
  8. README.md +39 -39
.gitattributes CHANGED
@@ -36,3 +36,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  QuickSRNetMedium_w8a8.so filter=lfs diff=lfs merge=lfs -text
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  QuickSRNetMedium.dlc filter=lfs diff=lfs merge=lfs -text
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LICENSE ADDED
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+ The license of the original trained model can be found at https://github.com/quic/aimet-model-zoo/blob/develop/LICENSE.pdf.
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+ The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
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README.md CHANGED
@@ -29,9 +29,9 @@ More details on model performance across various devices, can be found
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  - **Model Stats:**
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  - Model checkpoint: quicksrnet_medium_3x_checkpoint
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  - Input resolution: 128x128
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- - Number of parameters: 55.0K
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- - Model size (float): 220 KB
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- - Model size (w8a8): 67.2 KB
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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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  |---|---|---|---|---|---|---|---|---|
@@ -55,47 +55,47 @@ More details on model performance across various devices, can be found
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  | QuickSRNetMedium | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.294 ms | 0 - 12 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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  | QuickSRNetMedium | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.361 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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  | QuickSRNetMedium | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.862 ms | 0 - 5 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.418 ms | 0 - 7 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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  | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.841 ms | 0 - 22 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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  | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.493 ms | 0 - 23 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.848 ms | 0 - 24 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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  | QuickSRNetMedium | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.164 ms | 0 - 14 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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  | QuickSRNetMedium | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.652 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.719 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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  | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.921 ms | 0 - 0 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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- | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.395 ms | 8 - 8 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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- | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.459 ms | 1 - 12 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.883 ms | 0 - 11 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.417 ms | 0 - 25 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.513 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.1 ms | 0 - 5 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.359 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.785 ms | 0 - 11 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.56 ms | 0 - 12 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.188 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 0.999 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 13.418 ms | 2 - 4 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.459 ms | 1 - 12 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.883 ms | 0 - 11 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.104 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.368 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.777 ms | 0 - 19 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.74 ms | 0 - 14 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.103 ms | 0 - 5 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.381 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.785 ms | 0 - 11 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.56 ms | 0 - 12 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.096 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.358 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.837 ms | 18 - 28 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.896 ms | 0 - 22 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.223 ms | 0 - 21 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.598 ms | 0 - 22 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
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- | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.349 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.24 ms | 0 - 18 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.308 ms | 2 - 24 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
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- | QuickSRNetMedium | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.49 ms | 5 - 5 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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- | QuickSRNetMedium | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.793 ms | 14 - 14 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
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29
  - **Model Stats:**
30
  - Model checkpoint: quicksrnet_medium_3x_checkpoint
31
  - Input resolution: 128x128
32
+ - Number of parameters: 61.0K
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+ - Model size (float): 243 KB
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+ - Model size (w8a8): 73.9 KB
35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
 
55
  | QuickSRNetMedium | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.294 ms | 0 - 12 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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  | QuickSRNetMedium | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.361 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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  | QuickSRNetMedium | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.862 ms | 0 - 5 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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+ | QuickSRNetMedium | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.46 ms | 0 - 7 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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  | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.841 ms | 0 - 22 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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  | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.493 ms | 0 - 23 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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+ | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.852 ms | 0 - 26 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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  | QuickSRNetMedium | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.164 ms | 0 - 14 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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  | QuickSRNetMedium | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.652 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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+ | QuickSRNetMedium | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.718 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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  | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.921 ms | 0 - 0 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
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+ | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.398 ms | 8 - 8 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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+ | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.432 ms | 2 - 11 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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+ | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.858 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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+ | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.362 ms | 0 - 20 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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+ | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.527 ms | 0 - 24 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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+ | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.112 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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+ | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.358 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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+ | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.814 ms | 0 - 12 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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+ | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.57 ms | 0 - 13 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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+ | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.749 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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+ | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 0.997 ms | 0 - 13 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
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+ | QuickSRNetMedium | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 12.712 ms | 2 - 4 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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+ | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.432 ms | 2 - 11 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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+ | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.858 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
80
+ | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.099 ms | 0 - 5 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
81
+ | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.369 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
82
+ | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.893 ms | 0 - 13 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
83
+ | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.713 ms | 0 - 13 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
84
+ | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.116 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
85
+ | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.365 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
86
+ | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.814 ms | 0 - 12 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
87
+ | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.57 ms | 0 - 13 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
88
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.104 ms | 0 - 5 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
89
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.358 ms | 0 - 9 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
90
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.09 ms | 12 - 22 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
91
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.875 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
92
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.224 ms | 0 - 23 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
93
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.785 ms | 14 - 32 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
94
+ | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.333 ms | 0 - 20 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
95
+ | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.272 ms | 0 - 18 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
96
+ | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.391 ms | 0 - 14 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
97
+ | QuickSRNetMedium | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.493 ms | 5 - 5 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
98
+ | QuickSRNetMedium | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.56 ms | 14 - 14 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
99
 
100
 
101