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Mobile_Vit

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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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- | Mobile_Vit | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 5.2 ms | 0 - 18 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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- | Mobile_Vit | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 5.061 ms | 0 - 12 MB | FP16 | NPU | [Mobile_Vit.so](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.so) |
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- | Mobile_Vit | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 6.022 ms | 0 - 16 MB | FP16 | NPU | [Mobile_Vit.onnx](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.onnx) |
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- | Mobile_Vit | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.588 ms | 0 - 36 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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- | Mobile_Vit | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.518 ms | 1 - 39 MB | FP16 | NPU | [Mobile_Vit.so](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.so) |
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- | Mobile_Vit | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 4.232 ms | 1 - 115 MB | FP16 | NPU | [Mobile_Vit.onnx](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.onnx) |
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- | Mobile_Vit | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.892 ms | 0 - 32 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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- | Mobile_Vit | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.514 ms | 0 - 37 MB | FP16 | NPU | Use Export Script |
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- | Mobile_Vit | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.288 ms | 0 - 63 MB | FP16 | NPU | [Mobile_Vit.onnx](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.onnx) |
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- | Mobile_Vit | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 5.194 ms | 0 - 17 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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- | Mobile_Vit | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.613 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Mobile_Vit | SA7255P ADP | SA7255P | TFLITE | 43.281 ms | 0 - 30 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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- | Mobile_Vit | SA7255P ADP | SA7255P | QNN | 43.413 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | Mobile_Vit | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 5.213 ms | 0 - 18 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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- | Mobile_Vit | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.649 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Mobile_Vit | SA8295P ADP | SA8295P | TFLITE | 8.342 ms | 0 - 30 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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- | Mobile_Vit | SA8295P ADP | SA8295P | QNN | 8.407 ms | 1 - 7 MB | FP16 | NPU | Use Export Script |
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- | Mobile_Vit | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 5.203 ms | 0 - 17 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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- | Mobile_Vit | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.636 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Mobile_Vit | SA8775P ADP | SA8775P | TFLITE | 7.393 ms | 0 - 29 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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- | Mobile_Vit | SA8775P ADP | SA8775P | QNN | 7.716 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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- | Mobile_Vit | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 7.175 ms | 0 - 38 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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- | Mobile_Vit | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 7.098 ms | 1 - 40 MB | FP16 | NPU | Use Export Script |
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- | Mobile_Vit | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.043 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | Mobile_Vit | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.442 ms | 15 - 15 MB | FP16 | NPU | [Mobile_Vit.onnx](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.onnx) |
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@@ -125,7 +125,7 @@ Mobile_Vit
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 5.2
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- Estimated peak memory usage (MB): [0, 18]
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  Total # Ops : 577
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  Compute Unit(s) : NPU (577 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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+ | Mobile_Vit | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 5.184 ms | 0 - 16 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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+ | Mobile_Vit | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 5.086 ms | 0 - 16 MB | FP16 | NPU | [Mobile_Vit.so](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.so) |
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+ | Mobile_Vit | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 6.248 ms | 0 - 51 MB | FP16 | NPU | [Mobile_Vit.onnx](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.onnx) |
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+ | Mobile_Vit | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.579 ms | 0 - 35 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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+ | Mobile_Vit | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.515 ms | 1 - 40 MB | FP16 | NPU | [Mobile_Vit.so](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.so) |
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+ | Mobile_Vit | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 4.278 ms | 1 - 52 MB | FP16 | NPU | [Mobile_Vit.onnx](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.onnx) |
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+ | Mobile_Vit | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.892 ms | 0 - 36 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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+ | Mobile_Vit | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.475 ms | 1 - 41 MB | FP16 | NPU | Use Export Script |
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+ | Mobile_Vit | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.904 ms | 1 - 43 MB | FP16 | NPU | [Mobile_Vit.onnx](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.onnx) |
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+ | Mobile_Vit | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 5.175 ms | 0 - 16 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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+ | Mobile_Vit | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.636 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | Mobile_Vit | SA7255P ADP | SA7255P | TFLITE | 43.318 ms | 0 - 29 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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+ | Mobile_Vit | SA7255P ADP | SA7255P | QNN | 43.469 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Mobile_Vit | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 5.183 ms | 0 - 16 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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+ | Mobile_Vit | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.642 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | Mobile_Vit | SA8295P ADP | SA8295P | TFLITE | 8.331 ms | 0 - 34 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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+ | Mobile_Vit | SA8295P ADP | SA8295P | QNN | 8.577 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
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+ | Mobile_Vit | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 5.18 ms | 0 - 15 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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+ | Mobile_Vit | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.652 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | Mobile_Vit | SA8775P ADP | SA8775P | TFLITE | 7.422 ms | 0 - 29 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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+ | Mobile_Vit | SA8775P ADP | SA8775P | QNN | 7.753 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Mobile_Vit | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 7.103 ms | 0 - 35 MB | FP16 | NPU | [Mobile_Vit.tflite](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_Vit.tflite) |
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+ | Mobile_Vit | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 7.1 ms | 1 - 40 MB | FP16 | NPU | Use Export Script |
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+ | Mobile_Vit | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.041 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | Mobile_Vit | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.486 ms | 14 - 14 MB | FP16 | NPU | [Mobile_Vit.onnx](https://huggingface.co/qualcomm/Mobile_Vit/blob/main/Mobile_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) : 5.2
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+ Estimated peak memory usage (MB): [0, 16]
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  Total # Ops : 577
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  Compute Unit(s) : NPU (577 ops)
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  ```