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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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- | VIT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 17.359 ms | 0 - 46 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 | 18.009 ms | 0 - 44 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 | 14.785 ms | 0 - 193 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 | 12.025 ms | 0 - 63 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 | 12.467 ms | 1 - 56 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 | 10.665 ms | 0 - 102 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 | 11.354 ms | 0 - 60 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 | 11.652 ms | 0 - 57 MB | FP16 | NPU | Use Export Script |
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- | VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 10.422 ms | 1 - 74 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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- | VIT | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 16.995 ms | 0 - 40 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 15.778 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | VIT | SA7255P ADP | SA7255P | TFLITE | 258.724 ms | 0 - 58 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | SA7255P ADP | SA7255P | QNN | 252.338 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | VIT | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 17.126 ms | 0 - 48 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | SA8255 (Proxy) | SA8255P Proxy | QNN | 15.766 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | VIT | SA8295P ADP | SA8295P | TFLITE | 27.649 ms | 0 - 55 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | SA8295P ADP | SA8295P | QNN | 22.942 ms | 1 - 7 MB | FP16 | NPU | Use Export Script |
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- | VIT | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 17.312 ms | 0 - 46 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | SA8650 (Proxy) | SA8650P Proxy | QNN | 15.751 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | VIT | SA8775P ADP | SA8775P | TFLITE | 24.662 ms | 0 - 59 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | SA8775P ADP | SA8775P | QNN | 22.792 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | VIT | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 24.439 ms | 0 - 59 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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- | VIT | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 23.507 ms | 0 - 53 MB | FP16 | NPU | Use Export Script |
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- | VIT | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 16.164 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | VIT | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 20.503 ms | 172 - 172 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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@@ -123,8 +123,8 @@ 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) : 17.4
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- Estimated peak memory usage (MB): [0, 46]
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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 | 17.011 ms | 0 - 44 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 | 17.987 ms | 0 - 41 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 | 14.739 ms | 0 - 361 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 | 12.031 ms | 0 - 62 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 | 12.462 ms | 1 - 63 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 | 10.636 ms | 1 - 46 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 | 11.371 ms | 0 - 62 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 | 11.63 ms | 0 - 60 MB | FP16 | NPU | Use Export Script |
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+ | VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.623 ms | 0 - 42 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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+ | VIT | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 17.36 ms | 0 - 46 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 15.804 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | VIT | SA7255P ADP | SA7255P | TFLITE | 258.767 ms | 0 - 58 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | SA7255P ADP | SA7255P | QNN | 252.384 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | VIT | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 17.328 ms | 0 - 42 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | SA8255 (Proxy) | SA8255P Proxy | QNN | 15.76 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | VIT | SA8295P ADP | SA8295P | TFLITE | 27.62 ms | 0 - 57 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | SA8295P ADP | SA8295P | QNN | 22.953 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
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+ | VIT | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 17.072 ms | 0 - 47 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | SA8650 (Proxy) | SA8650P Proxy | QNN | 15.821 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | VIT | SA8775P ADP | SA8775P | TFLITE | 24.673 ms | 0 - 58 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | SA8775P ADP | SA8775P | QNN | 22.801 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | VIT | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 24.446 ms | 0 - 58 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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+ | VIT | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 23.556 ms | 1 - 57 MB | FP16 | NPU | Use Export Script |
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+ | VIT | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 16.18 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | VIT | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 20.493 ms | 172 - 172 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) : 17.0
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+ Estimated peak memory usage (MB): [0, 44]
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  Total # Ops : 1579
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  Compute Unit(s) : NPU (1579 ops)
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  ```