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README.md
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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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| VIT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 13.
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| VIT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 13.
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| VIT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 14.
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| VIT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 9.
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| VIT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 9.
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| VIT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 10.
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| VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE |
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| VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 8.
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| VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 9.
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| VIT | SA7255P ADP | SA7255P | TFLITE | 249.
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| VIT | SA7255P ADP | SA7255P | QNN |
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| VIT | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 12.
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| VIT | SA8255 (Proxy) | SA8255P Proxy | QNN | 13.
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| VIT | SA8295P ADP | SA8295P | TFLITE | 21.
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| VIT | SA8295P ADP | SA8295P | QNN | 20.
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| VIT | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 12.
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| VIT | SA8650 (Proxy) | SA8650P Proxy | QNN | 13.
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| VIT | SA8775P ADP | SA8775P | TFLITE | 19.
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| VIT | SA8775P ADP | SA8775P | QNN | 20.
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| VIT | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 249.
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| VIT | QCS8275 (Proxy) | QCS8275 Proxy | QNN |
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| VIT | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE |
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| VIT | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 13.
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| VIT | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 19.
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| VIT | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 20.
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| VIT | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 18.
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| VIT | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 20.
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| VIT | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 14.
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| VIT | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.
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@@ -128,7 +128,7 @@ 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,
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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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| VIT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 13.153 ms | 0 - 11 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 | 13.905 ms | 1 - 3 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 | 14.261 ms | 0 - 348 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 | 9.051 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 | 9.706 ms | 1 - 21 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 | 10.037 ms | 0 - 73 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 | 7.09 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 | 8.915 ms | 1 - 292 MB | FP16 | NPU | Use Export Script |
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| VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 9.176 ms | 1 - 70 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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| VIT | SA7255P ADP | SA7255P | TFLITE | 249.895 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 | 249.978 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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| VIT | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 12.769 ms | 0 - 12 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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| VIT | SA8255 (Proxy) | SA8255P Proxy | QNN | 13.918 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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| VIT | SA8295P ADP | SA8295P | TFLITE | 21.062 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 - 17 MB | FP16 | NPU | Use Export Script |
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| VIT | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 12.91 ms | 0 - 30 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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| VIT | SA8650 (Proxy) | SA8650P Proxy | QNN | 13.938 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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| VIT | SA8775P ADP | SA8775P | TFLITE | 19.796 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 | 20.49 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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| VIT | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 249.895 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 | 249.978 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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| VIT | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 12.76 ms | 0 - 13 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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| VIT | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 13.817 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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| VIT | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 19.796 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 | 20.49 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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| VIT | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 18.884 ms | 0 - 291 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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| VIT | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 20.49 ms | 1 - 304 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 | 14.871 ms | 171 - 171 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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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, 11]
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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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