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@@ -35,31 +35,31 @@ 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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- | Beit | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 16.571 ms | 0 - 48 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 25.159 ms | 0 - 47 MB | FP16 | NPU | [Beit.so](https://huggingface.co/qualcomm/Beit/blob/main/Beit.so) |
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- | Beit | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 18.196 ms | 0 - 194 MB | FP16 | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
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- | Beit | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 11.735 ms | 0 - 62 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 17.586 ms | 1 - 60 MB | FP16 | NPU | [Beit.so](https://huggingface.co/qualcomm/Beit/blob/main/Beit.so) |
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- | Beit | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 13.816 ms | 0 - 155 MB | FP16 | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
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- | Beit | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 9.505 ms | 0 - 61 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 14.852 ms | 1 - 64 MB | FP16 | NPU | Use Export Script |
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- | Beit | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 13.499 ms | 1 - 106 MB | FP16 | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
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- | Beit | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 16.62 ms | 0 - 43 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 17.346 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Beit | SA7255P ADP | SA7255P | TFLITE | 260.883 ms | 0 - 61 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | SA7255P ADP | SA7255P | QNN | 268.695 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | Beit | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 16.871 ms | 0 - 45 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | SA8255 (Proxy) | SA8255P Proxy | QNN | 17.457 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Beit | SA8295P ADP | SA8295P | TFLITE | 24.531 ms | 0 - 55 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | SA8295P ADP | SA8295P | QNN | 30.244 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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- | Beit | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 16.994 ms | 0 - 41 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | SA8650 (Proxy) | SA8650P Proxy | QNN | 17.383 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Beit | SA8775P ADP | SA8775P | TFLITE | 24.504 ms | 0 - 61 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | SA8775P ADP | SA8775P | QNN | 25.41 ms | 0 - 5 MB | FP16 | NPU | Use Export Script |
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- | Beit | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 21.925 ms | 0 - 56 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 31.48 ms | 1 - 57 MB | FP16 | NPU | Use Export Script |
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- | Beit | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 18.476 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | Beit | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 21.662 ms | 186 - 186 MB | FP16 | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
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@@ -124,8 +124,8 @@ Profiling Results
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  Beit
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 16.6
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- Estimated peak memory usage (MB): [0, 48]
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  Total # Ops : 557
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  Compute Unit(s) : NPU (557 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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+ | Beit | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 16.988 ms | 0 - 45 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 25.138 ms | 0 - 47 MB | FP16 | NPU | [Beit.so](https://huggingface.co/qualcomm/Beit/blob/main/Beit.so) |
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+ | Beit | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 18.162 ms | 0 - 194 MB | FP16 | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
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+ | Beit | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 11.722 ms | 0 - 59 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 17.465 ms | 0 - 63 MB | FP16 | NPU | [Beit.so](https://huggingface.co/qualcomm/Beit/blob/main/Beit.so) |
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+ | Beit | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 13.876 ms | 0 - 155 MB | FP16 | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
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+ | Beit | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 11.467 ms | 0 - 62 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 17.864 ms | 1 - 65 MB | FP16 | NPU | Use Export Script |
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+ | Beit | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 13.643 ms | 0 - 105 MB | FP16 | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
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+ | Beit | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 16.966 ms | 0 - 44 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 17.588 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Beit | SA7255P ADP | SA7255P | TFLITE | 260.912 ms | 0 - 61 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | SA7255P ADP | SA7255P | QNN | 268.783 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Beit | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 16.999 ms | 0 - 48 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | SA8255 (Proxy) | SA8255P Proxy | QNN | 17.516 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Beit | SA8295P ADP | SA8295P | TFLITE | 24.511 ms | 0 - 56 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | SA8295P ADP | SA8295P | QNN | 30.22 ms | 1 - 7 MB | FP16 | NPU | Use Export Script |
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+ | Beit | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 16.938 ms | 0 - 43 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | SA8650 (Proxy) | SA8650P Proxy | QNN | 17.502 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Beit | SA8775P ADP | SA8775P | TFLITE | 24.485 ms | 0 - 60 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | SA8775P ADP | SA8775P | QNN | 25.383 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Beit | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 21.866 ms | 0 - 58 MB | FP16 | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 31.491 ms | 1 - 57 MB | FP16 | NPU | Use Export Script |
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+ | Beit | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 18.52 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | Beit | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 22.888 ms | 186 - 186 MB | FP16 | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
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  Beit
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 17.0
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+ Estimated peak memory usage (MB): [0, 45]
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  Total # Ops : 557
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  Compute Unit(s) : NPU (557 ops)
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  ```