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AOT-GAN

Image-to-Image
PyTorch
LiteRT
ONNX
android
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@@ -1,9 +1,9 @@
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  ---
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  library_name: pytorch
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  license: mit
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- pipeline_tag: image-to-image
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  tags:
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  - android
 
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  ---
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@@ -34,31 +34,35 @@ 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 | 150.216 ms | 3 - 38 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 | 153.714 ms | 1 - 32 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 | 105.712 ms | 6 - 113 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 | 112.126 ms | 2 - 60 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 | 112.4 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 | 79.635 ms | 12 - 113 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 | 118.224 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 | 98.639 ms | 3 - 66 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 76.142 ms | 11 - 114 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 | 150.247 ms | 3 - 41 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 | 102.477 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | SA7255P ADP | SA7255P | TFLITE | 3625.101 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 | 3580.217 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 150.364 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 | SA8255 (Proxy) | SA8255P Proxy | QNN | 102.639 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | SA8295P ADP | SA8295P | TFLITE | 218.903 ms | 3 - 52 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 | 164.565 ms | 1 - 16 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 150.746 ms | 3 - 42 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 | 104.201 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | SA8775P ADP | SA8775P | TFLITE | 241.948 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 | 181.669 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 195.56 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 | 194.959 ms | 4 - 50 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 105.122 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
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- | AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 102.363 ms | 30 - 30 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
 
 
 
 
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@@ -122,8 +126,8 @@ 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) : 150.2
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- Estimated peak memory usage (MB): [3, 38]
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  Total # Ops : 235
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  Compute Unit(s) : NPU (235 ops)
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  ```
 
1
  ---
2
  library_name: pytorch
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  license: mit
 
4
  tags:
5
  - android
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+ pipeline_tag: image-to-image
7
 
8
  ---
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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 | 150.514 ms | 3 - 29 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 | 103.43 ms | 4 - 7 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 | 107.293 ms | 4 - 121 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 | 112.039 ms | 1 - 59 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 | 76.731 ms | 4 - 23 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 | 79.183 ms | 13 - 113 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 | 98.905 ms | 2 - 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 | 118.561 ms | 3 - 65 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 75.589 ms | 11 - 115 MB | FP16 | NPU | [AOT-GAN.onnx](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.onnx) |
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+ | AOT-GAN | SA7255P ADP | SA7255P | TFLITE | 3625.325 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 | 3580.338 ms | 3 - 11 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 150.545 ms | 3 - 26 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 | 101.723 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | SA8295P ADP | SA8295P | TFLITE | 218.769 ms | 3 - 50 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 | 164.519 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 150.944 ms | 3 - 39 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 | 102.059 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | SA8775P ADP | SA8775P | TFLITE | 241.943 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 | 181.67 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 3625.325 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 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 3580.338 ms | 3 - 11 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 150.192 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 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 102.237 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 241.943 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 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 181.67 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 195.964 ms | 3 - 52 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 | 194.183 ms | 4 - 50 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 105.109 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
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+ | AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 102.365 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) : 150.5
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+ Estimated peak memory usage (MB): [3, 29]
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  Total # Ops : 235
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  Compute Unit(s) : NPU (235 ops)
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  ```