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v0.38.0

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See https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.

Files changed (15) hide show
  1. README.md +68 -75
  2. SINet_float.dlc +2 -2
  3. SINet_float.onnx.zip +2 -2
  4. SINet_w8a16.dlc +2 -2
  5. SINet_w8a8.dlc +2 -2
  6. SINet_w8a8.onnx.zip +2 -2
  7. SINet_w8a8.tflite +1 -1
  8. precompiled/qualcomm-snapdragon-x-elite/SINet_float.bin +0 -3
  9. precompiled/qualcomm-snapdragon-x-elite/SINet_float.onnx.zip +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/SINet_w8a16.bin +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/SINet_w8a16.onnx.zip +0 -3
  12. precompiled/qualcomm-snapdragon-x-elite/SINet_w8a8.bin +0 -3
  13. precompiled/qualcomm-snapdragon-x-elite/SINet_w8a8.onnx.zip +0 -3
  14. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  15. tool-versions.yaml +1 -1
README.md CHANGED
@@ -38,81 +38,74 @@ 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 | 3.641 ms | 0 - 21 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 | 0 - 21 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 | 1.804 ms | 0 - 36 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 | 2.315 ms | 1 - 38 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 | 1.626 ms | 0 - 7 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 | 1.597 ms | 1 - 9 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 | 2.128 ms | 1 - 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 | 2.092 ms | 0 - 20 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 - 22 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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  | SINet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.641 ms | 0 - 21 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 | 0 - 21 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 | 1.629 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 - 9 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.373 ms | 0 - 26 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 | 2.41 ms | 1 - 30 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 | 1.633 ms | 0 - 6 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 | 1.597 ms | 2 - 9 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
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- | SINet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.092 ms | 0 - 20 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 - 22 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 | 1.631 ms | 0 - 6 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 | 1.596 ms | 1 - 8 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 | 2.107 ms | 0 - 8 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
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- | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.081 ms | 0 - 28 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 | 1.06 ms | 1 - 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 | 1.364 ms | 0 - 34 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
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- | SINet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.993 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 QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.943 ms | 1 - 28 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 | 1.403 ms | 1 - 24 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 | 1.893 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 | 2.2 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 | 3.466 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 | 2.163 ms | 0 - 34 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 | 1.791 ms | 0 - 9 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 | 2.127 ms | 0 - 23 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 | 3.466 ms | 0 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
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- | SINet | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.802 ms | 0 - 9 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
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- | SINet | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.758 ms | 0 - 29 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
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- | SINet | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.801 ms | 0 - 9 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
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- | SINet | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.127 ms | 0 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
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- | SINet | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.792 ms | 0 - 9 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
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- | SINet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.211 ms | 0 - 34 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
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- | SINet | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.105 ms | 0 - 34 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
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- | SINet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.033 ms | 0 - 0 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
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- | SINet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.264 ms | 0 - 21 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 | 2.565 ms | 0 - 22 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 | 1.257 ms | 0 - 34 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 | 1.46 ms | 0 - 34 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 | 1.115 ms | 0 - 7 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 | 1.296 ms | 0 - 9 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) | ONNX | 5.037 ms | 4 - 13 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 | 1.376 ms | 0 - 21 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 | 1.555 ms | 0 - 22 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 | 22.393 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 | 12.262 ms | 6 - 20 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 | 10.922 ms | 6 - 9 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 | 2.264 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 | QNN_DLC | 2.565 ms | 0 - 22 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 | 1.117 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 | 1.293 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 | 1.676 ms | 0 - 28 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 | 1.937 ms | 0 - 28 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 | 1.113 ms | 0 - 7 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 | 1.299 ms | 0 - 9 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 | 1.376 ms | 0 - 21 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 | 1.555 ms | 0 - 22 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 | 1.119 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 | 1.295 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 | 5.539 ms | 3 - 13 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
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- | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.772 ms | 0 - 31 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 | 0.889 ms | 0 - 33 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 | 3.728 ms | 0 - 19 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
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- | SINet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.589 ms | 0 - 29 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 | 0.799 ms | 0 - 30 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 | 3.598 ms | 5 - 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 | QNN_DLC | 1.501 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 | 6.624 ms | 6 - 6 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
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@@ -194,7 +187,7 @@ from qai_hub_models.models.sinet import Model
194
  torch_model = Model.from_pretrained()
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196
  # Device
197
- device = hub.Device("Samsung Galaxy S24")
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199
  # Trace model
200
  input_shape = torch_model.get_input_spec()
 
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
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  | SINet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.641 ms | 0 - 21 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 | 3.487 ms | 0 - 22 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 | 1.794 ms | 0 - 32 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 | 2.328 ms | 1 - 34 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 | 1.632 ms | 0 - 7 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 | 1.598 ms | 1 - 9 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
46
+ | SINet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.112 ms | 0 - 9 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
47
+ | SINet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.107 ms | 0 - 21 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
48
+ | SINet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.021 ms | 1 - 21 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
49
  | SINet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.641 ms | 0 - 21 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
50
+ | SINet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.487 ms | 0 - 22 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
51
+ | SINet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.628 ms | 0 - 6 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
52
+ | SINet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.595 ms | 1 - 8 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
53
+ | SINet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.378 ms | 0 - 26 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
54
+ | SINet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.402 ms | 1 - 29 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
55
+ | SINet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.642 ms | 0 - 7 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
56
+ | SINet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.597 ms | 0 - 7 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
57
+ | SINet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.107 ms | 0 - 21 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
58
+ | SINet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.021 ms | 1 - 21 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
59
+ | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.085 ms | 0 - 35 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
60
+ | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.065 ms | 1 - 35 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
61
+ | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.363 ms | 0 - 34 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
62
+ | SINet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.813 ms | 0 - 23 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
63
+ | SINet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.774 ms | 1 - 26 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
64
+ | SINet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.102 ms | 0 - 25 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
65
+ | SINet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.836 ms | 0 - 0 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
66
+ | SINet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.158 ms | 2 - 2 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx.zip) |
67
+ | SINet | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.491 ms | 0 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
68
+ | SINet | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.366 ms | 0 - 37 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
69
+ | SINet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.8 ms | 0 - 9 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
70
+ | SINet | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.135 ms | 0 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
71
+ | SINet | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.491 ms | 0 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
72
+ | SINet | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.816 ms | 0 - 8 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
73
+ | SINet | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.897 ms | 0 - 30 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
74
+ | SINet | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.798 ms | 0 - 9 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
75
+ | SINet | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.135 ms | 0 - 23 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
76
+ | SINet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.231 ms | 0 - 32 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
77
+ | SINet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.901 ms | 0 - 27 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
78
+ | SINet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.017 ms | 0 - 0 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a16.dlc) |
79
+ | SINet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.271 ms | 0 - 21 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
80
+ | SINet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.56 ms | 0 - 22 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
81
+ | SINet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.231 ms | 0 - 37 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
82
+ | SINet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.452 ms | 0 - 33 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
83
+ | SINet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.127 ms | 0 - 8 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
84
+ | SINet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.296 ms | 0 - 7 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
85
+ | SINet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.972 ms | 3 - 25 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
86
+ | SINet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.419 ms | 0 - 21 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
87
+ | SINet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.571 ms | 0 - 22 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
88
+ | SINet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 20.026 ms | 0 - 25 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
89
+ | SINet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 12.276 ms | 6 - 19 MB | CPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
90
+ | SINet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 10.433 ms | 6 - 10 MB | CPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
91
+ | SINet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.271 ms | 0 - 21 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
92
+ | SINet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.56 ms | 0 - 22 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
93
+ | SINet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.123 ms | 0 - 8 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
94
+ | 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) |
95
+ | SINet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.695 ms | 0 - 27 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
96
+ | SINet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.917 ms | 0 - 28 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
97
+ | SINet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.122 ms | 0 - 8 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
98
+ | SINet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.285 ms | 0 - 7 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
99
+ | SINet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.419 ms | 0 - 21 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
100
+ | SINet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.571 ms | 0 - 22 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
101
+ | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.78 ms | 0 - 33 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
102
+ | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.903 ms | 0 - 30 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
103
+ | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.593 ms | 0 - 25 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
104
+ | SINet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.592 ms | 0 - 25 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
105
+ | SINet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.652 ms | 0 - 26 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
106
+ | SINet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.927 ms | 0 - 24 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
107
+ | SINet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.474 ms | 0 - 0 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
108
+ | SINet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.216 ms | 6 - 6 MB | NPU | [SINet.onnx.zip](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx.zip) |
 
 
 
 
 
 
 
109
 
110
 
111
 
 
187
  torch_model = Model.from_pretrained()
188
 
189
  # Device
190
+ device = hub.Device("Samsung Galaxy S25")
191
 
192
  # Trace model
193
  input_shape = torch_model.get_input_spec()
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