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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 | 149.527 ms | 2 - 20 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 | 117.22 ms | 4 - 6 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 | 116.006 ms | 6 - 102 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 | 109.792 ms | 2 - 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 | 84.457 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 | 84.212 ms | 210 - 384 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 | 91.856 ms | 1 - 131 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 | 109.811 ms | 4 - 118 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 65.07 ms | 10 - 253 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
-| AOT-GAN | SA7255P ADP | SA7255P | TFLITE | 3728.288 ms | 3 - 131 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | SA7255P ADP | SA7255P | QNN | 3657.59 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 146.308 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 | 116.578 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | SA8295P ADP | SA8295P | TFLITE | 217.242 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 | 175.515 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 146.582 ms | 3 - 27 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | QNN | 116.904 ms | 4 - 8 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | SA8775P ADP | SA8775P | TFLITE | 243.588 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 | 196.22 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 3728.288 ms | 3 - 131 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 3657.59 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 149.779 ms | 0 - 24 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 116.426 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 243.588 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 | 196.22 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 194.959 ms | 1 - 143 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
-| AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 194.172 ms | 3 - 104 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 121.189 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
-| AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 136.115 ms | 32 - 32 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 | 149.471 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 | 149.18 ms | 4 - 25 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 | 115.855 ms | 8 - 141 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 | 109.389 ms | 1 - 151 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 | 109.546 ms | 4 - 115 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 | 84.728 ms | 11 - 190 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 | 109.62 ms | 2 - 132 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 | 91.927 ms | 4 - 118 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 76.13 ms | 13 - 256 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
+| AOT-GAN | SA7255P ADP | SA7255P | TFLITE | 3728.401 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 | 3657.385 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 149.269 ms | 3 - 21 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | QNN | 117.084 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | SA8295P ADP | SA8295P | TFLITE | 217.16 ms | 3 - 121 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | SA8295P ADP | SA8295P | QNN | 175.554 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 149.575 ms | 3 - 27 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | QNN | 116.763 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | SA8775P ADP | SA8775P | TFLITE | 243.638 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 | 196.215 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 3728.401 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 | 3657.385 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 146.003 ms | 6 - 26 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 116.362 ms | 4 - 8 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 243.638 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 | 196.215 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 195.51 ms | 3 - 147 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
+| AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 192.848 ms | 4 - 111 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 120.724 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
+| AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 136.127 ms | 32 - 32 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
 
 
 
@@ -127,7 +127,7 @@ AOT-GAN
 Device                          : Samsung Galaxy S23 (13)
 Runtime                         : TFLITE                 
 Estimated inference time (ms)   : 149.5                  
-Estimated peak memory usage (MB): [2, 20]                
+Estimated peak memory usage (MB): [3, 28]                
 Total # Ops                     : 235                    
 Compute Unit(s)                 : NPU (235 ops)          
 ```