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SINet

Image Segmentation
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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 (7) hide show
  1. .gitattributes +1 -0
  2. DEPLOYMENT_MODEL_LICENSE.pdf +3 -0
  3. LICENSE +2 -0
  4. README.md +34 -33
  5. SINet.onnx +2 -2
  6. SINet_w8a8.dlc +2 -2
  7. SINet_w8a8.onnx +2 -2
.gitattributes CHANGED
@@ -36,3 +36,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  SINet.so filter=lfs diff=lfs merge=lfs -text
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  SINet.dlc filter=lfs diff=lfs merge=lfs -text
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  SINet_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
 
 
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  SINet.so filter=lfs diff=lfs merge=lfs -text
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  SINet.dlc filter=lfs diff=lfs merge=lfs -text
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  SINet_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
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+ DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
DEPLOYMENT_MODEL_LICENSE.pdf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:4409f93b0e82531303b3e10f52f1fdfb56467a25f05b7441c6bbd8bb8a64b42c
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+ size 109629
LICENSE ADDED
@@ -0,0 +1,2 @@
 
 
 
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+ The license of the original trained model can be found at https://github.com/clovaai/ext_portrait_segmentation/blob/master/LICENSE.
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+ The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
README.md CHANGED
@@ -29,9 +29,10 @@ More details on model performance across various devices, can be found
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  - **Model Stats:**
30
  - Model checkpoint: SINet.pth
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  - Input resolution: 224x224
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- - Number of parameters: 91.9K
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- - Model size: 430 KB
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  - Number of output classes: 2 (foreground / background)
 
 
 
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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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  |---|---|---|---|---|---|---|---|---|
@@ -55,45 +56,45 @@ More details on model performance across various devices, can be found
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  | SINet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.009 ms | 0 - 19 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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  | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.616 ms | 0 - 7 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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  | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.595 ms | 1 - 7 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.11 ms | 1 - 8 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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  | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.085 ms | 0 - 32 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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  | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.07 ms | 0 - 35 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.358 ms | 0 - 26 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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  | SINet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.995 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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  | SINet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.98 ms | 1 - 24 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.31 ms | 1 - 25 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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  | SINet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.208 ms | 0 - 0 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.286 ms | 2 - 2 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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- | SINet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.39 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.512 ms | 0 - 17 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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- | SINet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.277 ms | 0 - 27 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.445 ms | 0 - 29 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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- | SINet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.181 ms | 0 - 8 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.29 ms | 0 - 8 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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- | SINet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.466 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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  | SINet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.531 ms | 0 - 18 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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- | SINet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 20.548 ms | 0 - 23 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.39 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.512 ms | 0 - 17 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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- | SINet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.179 ms | 0 - 8 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.292 ms | 0 - 8 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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- | SINet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.743 ms | 0 - 24 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.907 ms | 0 - 20 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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- | SINet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.181 ms | 0 - 8 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.296 ms | 0 - 7 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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- | SINet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.466 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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  | SINet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.531 ms | 0 - 18 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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- | SINet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.184 ms | 0 - 8 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.288 ms | 0 - 8 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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- | SINet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 7.669 ms | 4 - 15 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx) |
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  | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.823 ms | 0 - 26 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.9 ms | 0 - 29 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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- | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.166 ms | 0 - 22 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx) |
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- | SINet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.81 ms | 0 - 25 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.826 ms | 0 - 21 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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- | SINet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 5.297 ms | 5 - 24 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx) |
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- | SINet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.519 ms | 0 - 0 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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- | SINet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.523 ms | 6 - 6 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx) |
97
 
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29
  - **Model Stats:**
30
  - Model checkpoint: SINet.pth
31
  - Input resolution: 224x224
 
 
32
  - Number of output classes: 2 (foreground / background)
33
+ - Number of parameters: 91.9K
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+ - Model size (float): 415 KB
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+ - Model size (w8a8): 241 KB
36
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
 
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  | SINet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.009 ms | 0 - 19 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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  | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.616 ms | 0 - 7 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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  | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.595 ms | 1 - 7 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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+ | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.12 ms | 0 - 9 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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  | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.085 ms | 0 - 32 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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  | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.07 ms | 0 - 35 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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+ | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.36 ms | 0 - 28 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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  | SINet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.995 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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  | SINet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.98 ms | 1 - 24 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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+ | SINet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.099 ms | 1 - 24 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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  | SINet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.208 ms | 0 - 0 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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+ | SINet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.277 ms | 2 - 2 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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+ | SINet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.398 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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+ | SINet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.536 ms | 0 - 18 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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+ | SINet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.294 ms | 0 - 35 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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+ | SINet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.445 ms | 0 - 32 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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+ | SINet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.185 ms | 0 - 8 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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+ | SINet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.292 ms | 0 - 8 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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+ | SINet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.462 ms | 0 - 19 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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  | SINet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.531 ms | 0 - 18 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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+ | SINet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 18.804 ms | 0 - 21 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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+ | SINet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.398 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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+ | SINet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.536 ms | 0 - 18 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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+ | SINet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.183 ms | 0 - 7 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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+ | SINet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.29 ms | 0 - 7 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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+ | SINet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.75 ms | 0 - 21 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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+ | SINet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.898 ms | 0 - 24 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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+ | SINet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.179 ms | 0 - 8 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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+ | SINet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.283 ms | 0 - 8 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
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+ | SINet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.462 ms | 0 - 19 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
86
  | SINet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.531 ms | 0 - 18 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
87
+ | SINet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.184 ms | 0 - 7 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
88
+ | SINet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.287 ms | 0 - 9 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
89
+ | SINet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 7.124 ms | 4 - 16 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx) |
90
  | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.823 ms | 0 - 26 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
91
+ | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.897 ms | 0 - 29 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
92
+ | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.272 ms | 6 - 26 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx) |
93
+ | SINet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.66 ms | 0 - 26 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
94
+ | SINet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.679 ms | 0 - 28 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
95
+ | SINet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 5.172 ms | 5 - 24 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx) |
96
+ | SINet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.496 ms | 0 - 0 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
97
+ | SINet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.685 ms | 6 - 6 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx) |
98
 
99
 
100
 
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