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v0.43.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.43.0 for changelog.

Files changed (7) hide show
  1. README.md +78 -52
  2. SINet_float.dlc +1 -1
  3. SINet_float.onnx.zip +1 -1
  4. SINet_w8a16.dlc +3 -0
  5. SINet_w8a8.dlc +3 -0
  6. SINet_w8a8.onnx.zip +2 -2
  7. SINet_w8a8.tflite +2 -2
README.md CHANGED
@@ -37,58 +37,84 @@ 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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- | SINet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.678 ms | 0 - 22 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.469 ms | 1 - 24 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.799 ms | 0 - 33 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.332 ms | 1 - 33 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.64 ms | 0 - 8 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.603 ms | 1 - 8 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.631 ms | 0 - 9 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
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- | SINet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.123 ms | 0 - 22 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.98 ms | 1 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.678 ms | 0 - 22 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.469 ms | 1 - 24 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.637 ms | 0 - 7 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.605 ms | 1 - 11 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.428 ms | 0 - 28 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.425 ms | 1 - 32 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.636 ms | 0 - 9 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.602 ms | 0 - 11 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.123 ms | 0 - 22 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.98 ms | 1 - 23 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 | TFLITE | 1.088 ms | 0 - 35 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 | 1.069 ms | 1 - 36 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 | 1.056 ms | 0 - 33 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
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- | SINet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.814 ms | 0 - 25 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.784 ms | 1 - 31 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.827 ms | 0 - 24 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
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- | SINet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.68 ms | 0 - 24 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.646 ms | 1 - 26 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.741 ms | 1 - 25 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
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- | SINet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.842 ms | 3 - 3 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 | 1.642 ms | 2 - 2 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
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- | SINet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.271 ms | 0 - 22 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) | TFLITE | 1.259 ms | 0 - 32 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) | TFLITE | 1.126 ms | 0 - 11 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) | ONNX | 4.76 ms | 4 - 11 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
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- | SINet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.426 ms | 0 - 23 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 30.624 ms | 0 - 26 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 12.562 ms | 7 - 19 MB | CPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
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- | SINet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 10.209 ms | 7 - 10 MB | CPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
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- | SINet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.271 ms | 0 - 22 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) | TFLITE | 1.128 ms | 0 - 12 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.714 ms | 0 - 29 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) | TFLITE | 1.127 ms | 0 - 12 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.426 ms | 0 - 23 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 | TFLITE | 0.778 ms | 0 - 29 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 | ONNX | 3.615 ms | 0 - 26 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
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- | SINet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.59 ms | 0 - 27 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.936 ms | 0 - 21 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
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- | SINet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 5.61 ms | 0 - 25 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 11.007 ms | 7 - 24 MB | CPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
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- | SINet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.497 ms | 0 - 24 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
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- | SINet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.799 ms | 2 - 26 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
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- | SINet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.26 ms | 6 - 6 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+ | SINet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.719 ms | 0 - 23 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.479 ms | 0 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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+ | SINet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.796 ms | 0 - 33 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.339 ms | 1 - 33 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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+ | SINet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.633 ms | 0 - 9 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.591 ms | 1 - 11 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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+ | SINet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.637 ms | 0 - 9 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
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+ | SINet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.099 ms | 0 - 22 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.018 ms | 1 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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+ | SINet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.719 ms | 0 - 23 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.479 ms | 0 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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+ | SINet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.637 ms | 0 - 6 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.591 ms | 1 - 8 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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+ | SINet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.356 ms | 0 - 28 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.397 ms | 1 - 32 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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+ | SINet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.639 ms | 0 - 9 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.594 ms | 2 - 11 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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+ | SINet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.099 ms | 0 - 22 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.018 ms | 1 - 23 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 | TFLITE | 1.088 ms | 0 - 34 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 | 1.065 ms | 1 - 36 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 | 1.054 ms | 0 - 32 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
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+ | SINet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.813 ms | 0 - 26 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.784 ms | 1 - 29 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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+ | SINet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.825 ms | 0 - 24 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
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+ | SINet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.682 ms | 0 - 22 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.645 ms | 1 - 26 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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+ | SINet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.75 ms | 1 - 26 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
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+ | SINet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.845 ms | 3 - 3 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 | 1.607 ms | 2 - 2 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
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+ | SINet | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.493 ms | 0 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
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+ | SINet | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.235 ms | 0 - 32 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
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+ | SINet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.805 ms | 0 - 7 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
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+ | SINet | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 9.11 ms | 0 - 24 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
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+ | SINet | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.493 ms | 0 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
75
+ | SINet | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.812 ms | 0 - 7 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
76
+ | SINet | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.847 ms | 0 - 30 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
77
+ | SINet | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.807 ms | 0 - 7 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
78
+ | SINet | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 9.11 ms | 0 - 24 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
79
+ | SINet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.22 ms | 0 - 35 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
80
+ | SINet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.906 ms | 0 - 30 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
81
+ | SINet | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.742 ms | 0 - 31 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
82
+ | SINet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.039 ms | 0 - 0 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
83
+ | SINet | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 20.182 ms | 0 - 12 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
84
+ | SINet | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 29.161 ms | 7 - 10 MB | CPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
85
+ | SINet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.556 ms | 0 - 22 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
86
+ | SINet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.531 ms | 0 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
87
+ | SINet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.354 ms | 0 - 34 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
88
+ | SINet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.456 ms | 0 - 30 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
89
+ | SINet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.259 ms | 0 - 11 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
90
+ | SINet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.283 ms | 0 - 11 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
91
+ | SINet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.827 ms | 4 - 15 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
92
+ | SINet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.572 ms | 0 - 22 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
93
+ | SINet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.542 ms | 0 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
94
+ | SINet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 10.272 ms | 7 - 11 MB | CPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
95
+ | SINet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.556 ms | 0 - 22 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
96
+ | SINet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.531 ms | 0 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
97
+ | SINet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.255 ms | 0 - 12 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
98
+ | SINet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.275 ms | 0 - 11 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
99
+ | SINet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.824 ms | 0 - 29 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
100
+ | SINet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.928 ms | 0 - 29 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
101
+ | SINet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.259 ms | 0 - 13 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
102
+ | SINet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.283 ms | 0 - 11 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
103
+ | SINet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.572 ms | 0 - 22 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
104
+ | SINet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.542 ms | 0 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
105
+ | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.872 ms | 0 - 34 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
106
+ | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.888 ms | 0 - 34 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
107
+ | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.482 ms | 0 - 27 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
108
+ | SINet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.656 ms | 0 - 29 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
109
+ | SINet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.651 ms | 0 - 29 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
110
+ | SINet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.929 ms | 0 - 25 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
111
+ | SINet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 5.518 ms | 0 - 25 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
112
+ | SINet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 11.119 ms | 7 - 23 MB | CPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
113
+ | SINet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.594 ms | 0 - 30 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
114
+ | SINet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.527 ms | 0 - 28 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
115
+ | SINet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.783 ms | 0 - 25 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
116
+ | SINet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.482 ms | 0 - 0 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
117
+ | SINet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.15 ms | 6 - 6 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
118
 
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