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@@ -35,30 +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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- | VIT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 12.741 ms | 0 - 17 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 13.948 ms | 0 - 2 MB | FP16 | NPU | [VIT.so](https://huggingface.co/qualcomm/VIT/blob/main/VIT.so) |
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- | VIT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 13.495 ms | 0 - 372 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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- | VIT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 9.079 ms | 0 - 286 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 9.732 ms | 1 - 20 MB | FP16 | NPU | [VIT.so](https://huggingface.co/qualcomm/VIT/blob/main/VIT.so) |
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- | VIT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 9.596 ms | 1 - 309 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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- | VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 8.264 ms | 0 - 282 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 7.582 ms | 1 - 291 MB | FP16 | NPU | Use Export Script |
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- | VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 6.778 ms | 1 - 287 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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- | VIT | SA7255P ADP | SA7255P | TFLITE | 249.881 ms | 0 - 279 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | SA7255P ADP | SA7255P | QNN | 250.008 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | VIT | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 12.766 ms | 0 - 13 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | SA8255 (Proxy) | SA8255P Proxy | QNN | 13.856 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | VIT | SA8295P ADP | SA8295P | QNN | 20.408 ms | 1 - 17 MB | FP16 | NPU | Use Export Script |
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- | VIT | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 12.809 ms | 0 - 20 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | SA8650 (Proxy) | SA8650P Proxy | QNN | 13.91 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | VIT | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 249.881 ms | 0 - 279 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 250.008 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | VIT | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 12.817 ms | 0 - 14 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 13.896 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | VIT | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 19.137 ms | 0 - 292 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 20.742 ms | 1 - 302 MB | FP16 | NPU | Use Export Script |
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- | VIT | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 14.748 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | VIT | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 15.015 ms | 171 - 171 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
 
 
 
 
 
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@@ -122,8 +127,8 @@ Profiling Results
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  VIT
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 12.7
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- Estimated peak memory usage (MB): [0, 17]
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  Total # Ops : 1579
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  Compute Unit(s) : NPU (1579 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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+ | VIT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 13.158 ms | 0 - 16 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 14.8 ms | 0 - 24 MB | FP16 | NPU | [VIT.so](https://huggingface.co/qualcomm/VIT/blob/main/VIT.so) |
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+ | VIT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 13.439 ms | 0 - 354 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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+ | VIT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 9.057 ms | 0 - 283 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 10.257 ms | 1 - 295 MB | FP16 | NPU | [VIT.so](https://huggingface.co/qualcomm/VIT/blob/main/VIT.so) |
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+ | VIT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 9.51 ms | 1 - 309 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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+ | VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 7.032 ms | 0 - 282 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 8.894 ms | 1 - 292 MB | FP16 | NPU | Use Export Script |
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+ | VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 7.915 ms | 1 - 287 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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+ | VIT | SA7255P ADP | SA7255P | TFLITE | 249.876 ms | 0 - 279 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | SA7255P ADP | SA7255P | QNN | 250.003 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | VIT | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 12.811 ms | 0 - 26 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | SA8255 (Proxy) | SA8255P Proxy | QNN | 13.907 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | VIT | SA8295P ADP | SA8295P | TFLITE | 20.997 ms | 0 - 279 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | SA8295P ADP | SA8295P | QNN | 20.404 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
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+ | VIT | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 12.765 ms | 0 - 12 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | SA8650 (Proxy) | SA8650P Proxy | QNN | 13.923 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | VIT | SA8775P ADP | SA8775P | TFLITE | 19.792 ms | 0 - 279 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | SA8775P ADP | SA8775P | QNN | 20.51 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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+ | VIT | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 249.876 ms | 0 - 279 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 250.003 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | VIT | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 12.757 ms | 0 - 14 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 13.92 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | VIT | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 19.792 ms | 0 - 279 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 20.51 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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+ | VIT | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 18.827 ms | 0 - 289 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 20.529 ms | 0 - 300 MB | FP16 | NPU | Use Export Script |
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+ | VIT | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 14.774 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | VIT | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.984 ms | 171 - 171 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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  VIT
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 13.2
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+ Estimated peak memory usage (MB): [0, 16]
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  Total # Ops : 1579
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  Compute Unit(s) : NPU (1579 ops)
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  ```