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v0.29.1

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See https://github.com/quic/ai-hub-models/releases/v0.29.1 for changelog.

Files changed (3) hide show
  1. README.md +31 -31
  2. SINet.bin +0 -3
  3. SINet.so +0 -3
README.md CHANGED
@@ -35,35 +35,35 @@ 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 | 3.851 ms | 0 - 14 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 | 3.578 ms | 1 - 10 MB | NPU | Use Export Script |
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- | SINet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.945 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 | 2.441 ms | 1 - 28 MB | NPU | Use Export Script |
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- | SINet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.701 ms | 0 - 6 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 | 1.653 ms | 1 - 3 MB | NPU | Use Export Script |
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- | SINet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.22 ms | 0 - 17 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 | 2.114 ms | 0 - 15 MB | NPU | Use Export Script |
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- | SINet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.851 ms | 0 - 14 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.578 ms | 1 - 10 MB | NPU | Use Export Script |
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- | SINet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.703 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 | 1.642 ms | 1 - 2 MB | NPU | Use Export Script |
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- | SINet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.379 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.362 ms | 0 - 18 MB | NPU | Use Export Script |
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- | SINet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.715 ms | 0 - 7 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 | 1.641 ms | 1 - 3 MB | NPU | Use Export Script |
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- | SINet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.22 ms | 0 - 17 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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- | SINet | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 2.114 ms | 0 - 15 MB | NPU | Use Export Script |
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- | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.709 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 | 1.65 ms | 1 - 8 MB | NPU | Use Export Script |
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- | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.312 ms | 1 - 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 | 1.147 ms | 0 - 31 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 | 1.112 ms | 0 - 28 MB | NPU | Use Export Script |
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- | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.5 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 | 1.047 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 QRD | Snapdragon® 8 Elite Mobile | QNN | 0.82 ms | 1 - 27 MB | NPU | Use Export Script |
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- | SINet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.549 ms | 1 - 21 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 | 1.896 ms | 1 - 1 MB | NPU | Use Export Script |
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- | SINet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.428 ms | 2 - 2 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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@@ -127,8 +127,8 @@ Profiling Results
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  SINet
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 3.9
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- Estimated peak memory usage (MB): [0, 14]
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  Total # Ops : 222
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  Compute Unit(s) : npu (222 ops) gpu (0 ops) cpu (0 ops)
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  ```
 
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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 | 3.809 ms | 0 - 15 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 | 3.575 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | SINet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.949 ms | 0 - 26 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 | 2.468 ms | 1 - 31 MB | NPU | Use Export Script |
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+ | SINet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.713 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 | 1.656 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | SINet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.254 ms | 0 - 17 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 | 2.142 ms | 1 - 15 MB | NPU | Use Export Script |
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+ | SINet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.809 ms | 0 - 15 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.575 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | SINet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.723 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 | 1.65 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | SINet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.415 ms | 0 - 21 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.394 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | SINet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.715 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 | 1.65 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | SINet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.254 ms | 0 - 17 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
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+ | SINet | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 2.142 ms | 1 - 15 MB | NPU | Use Export Script |
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+ | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.701 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 | 1.671 ms | 0 - 7 MB | NPU | Use Export Script |
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+ | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.323 ms | 1 - 10 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 | 1.142 ms | 0 - 31 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 | 1.099 ms | 1 - 33 MB | NPU | Use Export Script |
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+ | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.49 ms | 1 - 27 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 | 1.05 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 QRD | Snapdragon® 8 Elite Mobile | QNN | 0.825 ms | 1 - 24 MB | NPU | Use Export Script |
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+ | SINet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.278 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 | 1.916 ms | 1 - 1 MB | NPU | Use Export Script |
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+ | SINet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.429 ms | 2 - 2 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
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  SINet
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 3.8
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+ Estimated peak memory usage (MB): [0, 15]
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  Total # Ops : 222
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  Compute Unit(s) : npu (222 ops) gpu (0 ops) cpu (0 ops)
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  ```
SINet.bin DELETED
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SINet.so DELETED
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