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README.md

@@ -34,35 +34,35 @@ 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
 |---|---|---|---|---|---|---|---|---|
-| AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 149.814 ms | 3 - 28 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 116.913 ms | 4 - 7 MB | FP16 | NPU | [AOT-GAN.so](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.so) |
-| AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 147.867 ms | 6 - 89 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
-| AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 109.465 ms | 0 - 147 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 85.509 ms | 4 - 23 MB | FP16 | NPU | [AOT-GAN.so](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.so) |
-| AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 108.197 ms | 0 - 110 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
-| AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 109.981 ms | 2 - 134 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 92.323 ms | 4 - 119 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 108.324 ms | 8 - 122 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
-| AOT-GAN | SA7255P ADP | SA7255P | TFLITE | 3728.501 ms | 0 - 128 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | SA7255P ADP | SA7255P | QNN | 3657.359 ms | 3 - 11 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 147.161 ms | 3 - 29 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | QNN | 117.167 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | SA8295P ADP | SA8295P | TFLITE | 217.332 ms | 3 - 120 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | SA8295P ADP | SA8295P | QNN | 175.831 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 146.696 ms | 3 - 24 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | QNN | 117.263 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | SA8775P ADP | SA8775P | TFLITE | 243.882 ms | 3 - 132 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | SA8775P ADP | SA8775P | QNN | 196.404 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 3728.501 ms | 0 - 128 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 3657.359 ms | 3 - 11 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 146.229 ms | 3 - 29 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 116.67 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 243.882 ms | 3 - 132 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 196.404 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 193.11 ms | 3 - 144 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 192.778 ms | 4 - 109 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 120.821 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 154.286 ms | 30 - 30 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
+| AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 146.898 ms | 0 - 25 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 116.554 ms | 4 - 7 MB | FP16 | NPU | [AOT-GAN.so](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.so) |
+| AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 147.188 ms | 7 - 88 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
+| AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 109.423 ms | 1 - 152 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 84.402 ms | 4 - 22 MB | FP16 | NPU | [AOT-GAN.so](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.so) |
+| AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 108.234 ms | 10 - 122 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
+| AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 109.883 ms | 3 - 133 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 109.779 ms | 4 - 118 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 108.216 ms | 8 - 122 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
+| AOT-GAN | SA7255P ADP | SA7255P | TFLITE | 3728.392 ms | 0 - 129 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | SA7255P ADP | SA7255P | QNN | 3657.414 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 146.441 ms | 3 - 28 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | QNN | 116.398 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | SA8295P ADP | SA8295P | TFLITE | 217.255 ms | 0 - 118 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | SA8295P ADP | SA8295P | QNN | 175.544 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 149.174 ms | 2 - 21 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | QNN | 117.935 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | SA8775P ADP | SA8775P | TFLITE | 243.631 ms | 0 - 129 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | SA8775P ADP | SA8775P | QNN | 196.222 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 3728.392 ms | 0 - 129 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 3657.414 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 146.528 ms | 3 - 22 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 116.495 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 243.631 ms | 0 - 129 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 196.222 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 195.838 ms | 3 - 145 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 193.66 ms | 4 - 108 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 120.676 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 154.076 ms | 30 - 30 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
 
 
 
@@ -126,8 +126,8 @@ Profiling Results
 AOT-GAN
 Device                          : Samsung Galaxy S23 (13)
 Runtime                         : TFLITE                 
-Estimated inference time (ms)   : 149.8                  
-Estimated peak memory usage (MB): [3, 28]                
+Estimated inference time (ms)   : 146.9                  
+Estimated peak memory usage (MB): [0, 25]                
 Total # Ops                     : 235                    
 Compute Unit(s)                 : NPU (235 ops)          
 ```