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YamNet

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@@ -35,35 +35,35 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | YamNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.223 ms | 0 - 64 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.216 ms | 0 - 2 MB | FP16 | NPU | [YamNet.so](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.so) |
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- | YamNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.311 ms | 0 - 39 MB | FP16 | NPU | [YamNet.onnx](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx) |
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- | YamNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.181 ms | 0 - 30 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.177 ms | 0 - 18 MB | FP16 | NPU | [YamNet.so](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.so) |
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- | YamNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.24 ms | 0 - 23 MB | FP16 | NPU | [YamNet.onnx](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx) |
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- | YamNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.158 ms | 0 - 23 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.159 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | YamNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.256 ms | 0 - 14 MB | FP16 | NPU | [YamNet.onnx](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx) |
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- | YamNet | SA7255P ADP | SA7255P | TFLITE | 2.966 ms | 0 - 19 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | SA7255P ADP | SA7255P | QNN | 2.918 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | YamNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.224 ms | 0 - 64 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.212 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | YamNet | SA8295P ADP | SA8295P | TFLITE | 0.569 ms | 0 - 22 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | SA8295P ADP | SA8295P | QNN | 0.558 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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- | YamNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.224 ms | 0 - 64 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.223 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | YamNet | SA8775P ADP | SA8775P | TFLITE | 0.428 ms | 0 - 19 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | SA8775P ADP | SA8775P | QNN | 0.401 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | YamNet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2.966 ms | 0 - 19 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 2.918 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | YamNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.227 ms | 0 - 64 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.216 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | YamNet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.428 ms | 0 - 19 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.401 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | YamNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.396 ms | 0 - 29 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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- | YamNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.396 ms | 0 - 27 MB | FP16 | NPU | Use Export Script |
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- | YamNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.267 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | YamNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.258 ms | 8 - 8 MB | FP16 | NPU | [YamNet.onnx](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx) |
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@@ -128,7 +128,7 @@ YamNet
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.2
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- Estimated peak memory usage (MB): [0, 64]
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  Total # Ops : 31
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  Compute Unit(s) : NPU (31 ops)
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  ```
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | YamNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.215 ms | 0 - 65 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.213 ms | 0 - 43 MB | FP16 | NPU | [YamNet.so](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.so) |
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+ | YamNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.309 ms | 0 - 31 MB | FP16 | NPU | [YamNet.onnx](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx) |
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+ | YamNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.18 ms | 0 - 31 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.179 ms | 0 - 26 MB | FP16 | NPU | [YamNet.so](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.so) |
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+ | YamNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.246 ms | 0 - 26 MB | FP16 | NPU | [YamNet.onnx](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx) |
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+ | YamNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.168 ms | 0 - 24 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.159 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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+ | YamNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.263 ms | 0 - 17 MB | FP16 | NPU | [YamNet.onnx](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx) |
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+ | YamNet | SA7255P ADP | SA7255P | TFLITE | 2.96 ms | 0 - 19 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | SA7255P ADP | SA7255P | QNN | 2.947 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | YamNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.222 ms | 0 - 63 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.214 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | YamNet | SA8295P ADP | SA8295P | TFLITE | 0.573 ms | 0 - 24 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | SA8295P ADP | SA8295P | QNN | 0.551 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | YamNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.221 ms | 0 - 63 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.213 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | YamNet | SA8775P ADP | SA8775P | TFLITE | 0.418 ms | 0 - 19 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | SA8775P ADP | SA8775P | QNN | 0.396 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | YamNet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2.96 ms | 0 - 19 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 2.947 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | YamNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.221 ms | 0 - 65 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.217 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | YamNet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.418 ms | 0 - 19 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.396 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | YamNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.4 ms | 0 - 30 MB | FP16 | NPU | [YamNet.tflite](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.tflite) |
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+ | YamNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.383 ms | 0 - 22 MB | FP16 | NPU | Use Export Script |
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+ | YamNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.314 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | YamNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.271 ms | 8 - 8 MB | FP16 | NPU | [YamNet.onnx](https://huggingface.co/qualcomm/YamNet/blob/main/YamNet.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.2
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+ Estimated peak memory usage (MB): [0, 65]
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  Total # Ops : 31
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  Compute Unit(s) : NPU (31 ops)
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  ```