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@@ -34,25 +34,17 @@ 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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- | LeViT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.095 ms | 0 - 75 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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- | LeViT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.034 ms | 1 - 3 MB | FP16 | NPU | [LeViT.so](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.so) |
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- | LeViT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.622 ms | 0 - 43 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
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- | LeViT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.795 ms | 0 - 47 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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- | LeViT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.739 ms | 1 - 19 MB | FP16 | NPU | [LeViT.so](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.so) |
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- | LeViT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.098 ms | 0 - 51 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
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- | LeViT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.76 ms | 0 - 41 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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- | LeViT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.65 ms | 0 - 35 MB | FP16 | NPU | Use Export Script |
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- | LeViT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.19 ms | 0 - 42 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
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- | LeViT | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 13.609 ms | 0 - 37 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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- | LeViT | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 10.816 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | LeViT | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.096 ms | 0 - 75 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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- | LeViT | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.038 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | LeViT | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.881 ms | 0 - 37 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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- | LeViT | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.681 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | LeViT | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.476 ms | 0 - 43 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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- | LeViT | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.428 ms | 0 - 42 MB | FP16 | NPU | Use Export Script |
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- | LeViT | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.22 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | LeViT | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.722 ms | 16 - 16 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
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@@ -117,7 +109,7 @@ LeViT
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.1
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- Estimated peak memory usage (MB): [0, 75]
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  Total # Ops : 306
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  Compute Unit(s) : NPU (306 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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+ | LeViT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.089 ms | 0 - 76 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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+ | LeViT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.648 ms | 0 - 50 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
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+ | LeViT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.801 ms | 0 - 46 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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+ | LeViT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.128 ms | 0 - 49 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
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+ | LeViT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.752 ms | 0 - 41 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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+ | LeViT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.2 ms | 1 - 44 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
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+ | LeViT | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 13.659 ms | 0 - 37 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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+ | LeViT | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.098 ms | 0 - 73 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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+ | LeViT | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.853 ms | 0 - 37 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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+ | LeViT | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.459 ms | 0 - 47 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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+ | LeViT | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.729 ms | 16 - 16 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
 
 
 
 
 
 
 
 
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.1
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+ Estimated peak memory usage (MB): [0, 76]
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  Total # Ops : 306
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  Compute Unit(s) : NPU (306 ops)
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  ```