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AOT-GAN

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@@ -34,30 +34,31 @@ 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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- | AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 150.432 ms | 3 - 30 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 154.539 ms | 3 - 28 MB | FP16 | NPU | [AOT-GAN.so](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.so) |
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- | AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 103.121 ms | 0 - 38 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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- | AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 112.182 ms | 2 - 61 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 112.516 ms | 4 - 63 MB | FP16 | NPU | [AOT-GAN.so](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.so) |
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- | AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 77.594 ms | 12 - 311 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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- | AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 98.596 ms | 3 - 66 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 98.906 ms | 4 - 67 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 73.935 ms | 1 - 144 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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- | AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 153.476 ms | 3 - 37 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 102.312 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | SA7255P ADP | SA7255P | QNN | 3580.504 ms | 3 - 13 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 153.294 ms | 3 - 34 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | QNN | 102.133 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | SA8295P ADP | SA8295P | TFLITE | 219.056 ms | 3 - 51 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | SA8295P ADP | SA8295P | QNN | 164.502 ms | 4 - 10 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 153.164 ms | 3 - 33 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | QNN | 101.84 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | SA8775P ADP | SA8775P | TFLITE | 241.936 ms | 3 - 64 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | SA8775P ADP | SA8775P | QNN | 181.637 ms | 5 - 10 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 197.453 ms | 3 - 53 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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- | AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 196.526 ms | 3 - 51 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 105.198 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 102.432 ms | 30 - 30 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
 
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@@ -121,8 +122,8 @@ Profiling Results
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  AOT-GAN
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 150.4
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- Estimated peak memory usage (MB): [3, 30]
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  Total # Ops : 235
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  Compute Unit(s) : NPU (235 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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+ | AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 150.568 ms | 3 - 36 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 153.331 ms | 3 - 28 MB | FP16 | NPU | [AOT-GAN.so](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.so) |
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+ | AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 105.825 ms | 6 - 102 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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+ | AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 111.991 ms | 2 - 61 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 111.981 ms | 4 - 62 MB | FP16 | NPU | [AOT-GAN.so](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.so) |
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+ | AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 79.558 ms | 11 - 106 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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+ | AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 118.569 ms | 2 - 65 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 118.566 ms | 0 - 64 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 75.683 ms | 10 - 112 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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+ | AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 150.609 ms | 3 - 30 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 101.987 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | SA7255P ADP | SA7255P | TFLITE | 3625.386 ms | 0 - 61 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | SA7255P ADP | SA7255P | QNN | 3580.389 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 150.159 ms | 3 - 28 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | QNN | 102.022 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | SA8295P ADP | SA8295P | TFLITE | 218.902 ms | 4 - 53 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | SA8295P ADP | SA8295P | QNN | 164.535 ms | 2 - 16 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 150.565 ms | 3 - 30 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | QNN | 102.063 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | SA8775P ADP | SA8775P | TFLITE | 241.923 ms | 3 - 64 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | SA8775P ADP | SA8775P | QNN | 181.651 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 194.475 ms | 3 - 54 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
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+ | AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 194.546 ms | 4 - 53 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 104.979 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 102.411 ms | 30 - 30 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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  AOT-GAN
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 150.6
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+ Estimated peak memory usage (MB): [3, 36]
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  Total # Ops : 235
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  Compute Unit(s) : NPU (235 ops)
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  ```