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README.md

@@ -35,21 +35,21 @@ More details on model performance across various devices, can be found
 
 | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
 |---|---|---|---|---|---|---|---|---|
-| Yolo-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 24.935 ms | 0 - 17 MB | FP16 | NPU | [Yolo-v3.tflite](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.tflite) |
-| Yolo-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 10.405 ms | 5 - 21 MB | FP16 | NPU | [Yolo-v3.so](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.so) |
-| Yolo-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 14.65 ms | 10 - 23 MB | FP16 | NPU | [Yolo-v3.onnx](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.onnx) |
-| Yolo-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 17.648 ms | 0 - 79 MB | FP16 | NPU | [Yolo-v3.tflite](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.tflite) |
-| Yolo-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 7.427 ms | 5 - 38 MB | FP16 | NPU | [Yolo-v3.so](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.so) |
-| Yolo-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.103 ms | 0 - 62 MB | FP16 | NPU | [Yolo-v3.onnx](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.onnx) |
-| Yolo-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 15.003 ms | 0 - 76 MB | FP16 | NPU | [Yolo-v3.tflite](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.tflite) |
-| Yolo-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 7.731 ms | 5 - 33 MB | FP16 | NPU | Use Export Script |
-| Yolo-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 11.942 ms | 3 - 42 MB | FP16 | NPU | [Yolo-v3.onnx](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.onnx) |
-| Yolo-v3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 24.289 ms | 0 - 15 MB | FP16 | NPU | [Yolo-v3.tflite](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.tflite) |
-| Yolo-v3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 9.55 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
-| Yolo-v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 27.309 ms | 0 - 73 MB | FP16 | NPU | [Yolo-v3.tflite](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.tflite) |
-| Yolo-v3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 12.115 ms | 5 - 34 MB | FP16 | NPU | Use Export Script |
-| Yolo-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 9.718 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
-| Yolo-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 15.732 ms | 5 - 5 MB | FP16 | NPU | [Yolo-v3.onnx](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.onnx) |
+| Yolo-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 25.169 ms | 0 - 14 MB | FP16 | NPU | [Yolo-v3.tflite](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.tflite) |
+| Yolo-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 10.554 ms | 5 - 18 MB | FP16 | NPU | [Yolo-v3.so](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.so) |
+| Yolo-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 15.005 ms | 1 - 67 MB | FP16 | NPU | [Yolo-v3.onnx](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.onnx) |
+| Yolo-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 18.236 ms | 0 - 82 MB | FP16 | NPU | [Yolo-v3.tflite](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.tflite) |
+| Yolo-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 7.599 ms | 5 - 38 MB | FP16 | NPU | [Yolo-v3.so](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.so) |
+| Yolo-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.806 ms | 13 - 46 MB | FP16 | NPU | [Yolo-v3.onnx](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.onnx) |
+| Yolo-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 13.67 ms | 0 - 77 MB | FP16 | NPU | [Yolo-v3.tflite](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.tflite) |
+| Yolo-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 6.934 ms | 5 - 36 MB | FP16 | NPU | Use Export Script |
+| Yolo-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 11.113 ms | 14 - 42 MB | FP16 | NPU | [Yolo-v3.onnx](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.onnx) |
+| Yolo-v3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 25.542 ms | 0 - 10 MB | FP16 | NPU | [Yolo-v3.tflite](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.tflite) |
+| Yolo-v3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 9.849 ms | 5 - 8 MB | FP16 | NPU | Use Export Script |
+| Yolo-v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 27.446 ms | 0 - 74 MB | FP16 | NPU | [Yolo-v3.tflite](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.tflite) |
+| Yolo-v3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 12.187 ms | 5 - 35 MB | FP16 | NPU | Use Export Script |
+| Yolo-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 9.939 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
+| Yolo-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 16.078 ms | 5 - 5 MB | FP16 | NPU | [Yolo-v3.onnx](https://huggingface.co/qualcomm/Yolo-v3/blob/main/Yolo-v3.onnx) |
 
 
 
@@ -114,10 +114,10 @@ Profiling Results
 Yolo-v3
 Device                          : Samsung Galaxy S23 (13)
 Runtime                         : TFLITE                 
-Estimated inference time (ms)   : 24.9                   
-Estimated peak memory usage (MB): [0, 17]                
-Total # Ops                     : 163                    
-Compute Unit(s)                 : NPU (163 ops)          
+Estimated inference time (ms)   : 25.2                   
+Estimated peak memory usage (MB): [0, 14]                
+Total # Ops                     : 162                    
+Compute Unit(s)                 : NPU (162 ops)          
 ```