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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. QuickSRNetSmall.onnx +2 -2
  5. QuickSRNetSmall_w8a8.dlc +0 -0
  6. QuickSRNetSmall_w8a8.onnx +2 -2
  7. QuickSRNetSmall_w8a8.tflite +1 -1
  8. README.md +38 -38
.gitattributes CHANGED
@@ -36,3 +36,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  QuickSRNetSmall.so filter=lfs diff=lfs merge=lfs -text
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  QuickSRNetSmall_w8a8.so filter=lfs diff=lfs merge=lfs -text
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  QuickSRNetSmall.so filter=lfs diff=lfs merge=lfs -text
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  QuickSRNetSmall_w8a8.so filter=lfs diff=lfs merge=lfs -text
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  QuickSRNetSmall.dlc filter=lfs diff=lfs merge=lfs -text
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+ DEPLOYMENT_MODEL_LICENSE.pdf 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_small_3x_checkpoint
31
  - Input resolution: 128x128
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- - Number of parameters: 27.2K
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- - Model size (float): 110 KB
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- - Model size (w8a8): 34.9 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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  |---|---|---|---|---|---|---|---|---|
@@ -58,44 +58,44 @@ More details on model performance across various devices, can be found
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  | QuickSRNetSmall | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.392 ms | 0 - 7 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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  | QuickSRNetSmall | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.786 ms | 0 - 21 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 | 0.452 ms | 0 - 21 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 | 0.807 ms | 0 - 28 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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  | QuickSRNetSmall | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.01 ms | 0 - 18 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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  | QuickSRNetSmall | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.57 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 QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.825 ms | 0 - 26 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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  | QuickSRNetSmall | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.897 ms | 4 - 4 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 | 1.396 ms | 8 - 8 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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- | QuickSRNetSmall | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.11 ms | 0 - 10 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 | 0.798 ms | 0 - 9 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 | 1.344 ms | 2 - 19 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 | 0.453 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 | 1.049 ms | 1 - 4 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 | 0.336 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 | 1.863 ms | 1 - 12 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 | 0.546 ms | 0 - 11 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 | 2.261 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 0.879 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 10.138 ms | 2 - 4 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 | 4.11 ms | 0 - 10 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 | 0.798 ms | 0 - 9 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 | 1.047 ms | 0 - 6 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 | 0.358 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 | 1.67 ms | 0 - 20 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 | 0.699 ms | 0 - 18 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 | 1.106 ms | 1 - 4 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 | 0.338 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 | 1.863 ms | 1 - 12 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 | 0.546 ms | 0 - 11 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.054 ms | 0 - 5 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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- | QuickSRNetSmall | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.351 ms | 0 - 3 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.96 ms | 0 - 12 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx) |
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- | QuickSRNetSmall | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.845 ms | 0 - 20 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 | 0.215 ms | 0 - 21 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 | ONNX | 2.391 ms | 0 - 20 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx) |
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- | QuickSRNetSmall | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.15 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 QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.269 ms | 0 - 18 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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- | QuickSRNetSmall | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.962 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx) |
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- | QuickSRNetSmall | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.499 ms | 7 - 7 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 | ONNX | 2.987 ms | 15 - 15 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx) |
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29
  - **Model Stats:**
30
  - Model checkpoint: quicksrnet_small_3x_checkpoint
31
  - Input resolution: 128x128
32
+ - Number of parameters: 33.3K
33
+ - Model size (float): 133 KB
34
+ - Model size (w8a8): 41.7 KB
35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
 
58
  | QuickSRNetSmall | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.392 ms | 0 - 7 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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  | QuickSRNetSmall | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.786 ms | 0 - 21 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 | 0.452 ms | 0 - 21 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 | 0.824 ms | 0 - 26 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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  | QuickSRNetSmall | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.01 ms | 0 - 18 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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  | QuickSRNetSmall | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.57 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 QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.835 ms | 0 - 21 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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  | QuickSRNetSmall | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.897 ms | 4 - 4 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 | 1.381 ms | 8 - 8 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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+ | QuickSRNetSmall | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.361 ms | 2 - 11 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 | 0.789 ms | 0 - 9 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 | 2.113 ms | 1 - 19 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 | 0.455 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 | 1.044 ms | 1 - 4 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 | 0.339 ms | 0 - 2 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 | 1.725 ms | 0 - 12 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 | 0.539 ms | 0 - 12 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 | 2.037 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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+ | QuickSRNetSmall | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 0.871 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
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+ | QuickSRNetSmall | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 11.228 ms | 2 - 4 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 | 2.361 ms | 2 - 11 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 | 0.789 ms | 0 - 9 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 | 1.066 ms | 0 - 6 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 | 0.336 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 | 1.795 ms | 0 - 13 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 | 0.685 ms | 0 - 18 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 | 1.048 ms | 0 - 6 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
85
+ | QuickSRNetSmall | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.358 ms | 0 - 3 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
86
+ | QuickSRNetSmall | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.725 ms | 0 - 12 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
87
+ | QuickSRNetSmall | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.539 ms | 0 - 12 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
88
+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.354 ms | 0 - 6 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
89
+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.354 ms | 0 - 10 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
90
+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 3.049 ms | 0 - 11 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx) |
91
+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.897 ms | 0 - 20 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
92
+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.215 ms | 0 - 20 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
93
+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.288 ms | 0 - 20 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx) |
94
+ | QuickSRNetSmall | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.146 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
95
+ | QuickSRNetSmall | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.217 ms | 0 - 15 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
96
+ | QuickSRNetSmall | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.05 ms | 0 - 17 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx) |
97
+ | QuickSRNetSmall | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.505 ms | 7 - 7 MB | NPU | [QuickSRNetSmall.dlc](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.dlc) |
98
+ | QuickSRNetSmall | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.304 ms | 14 - 14 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx) |
99
 
100
 
101