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LaMa-Dilated

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@@ -35,35 +35,35 @@ 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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- | LaMa-Dilated | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 88.92 ms | 3 - 316 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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- | LaMa-Dilated | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 77.336 ms | 4 - 7 MB | FP16 | NPU | [LaMa-Dilated.so](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.so) |
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- | LaMa-Dilated | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 86.061 ms | 3 - 206 MB | FP16 | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
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- | LaMa-Dilated | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 62.704 ms | 2 - 194 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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- | LaMa-Dilated | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 54.663 ms | 4 - 23 MB | FP16 | NPU | [LaMa-Dilated.so](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.so) |
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- | LaMa-Dilated | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 60.881 ms | 2 - 118 MB | FP16 | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
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- | LaMa-Dilated | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 49.76 ms | 1 - 126 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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- | LaMa-Dilated | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 57.144 ms | 5 - 120 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 47.059 ms | 8 - 124 MB | FP16 | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
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- | LaMa-Dilated | SA7255P ADP | SA7255P | TFLITE | 3077.933 ms | 0 - 124 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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- | LaMa-Dilated | SA7255P ADP | SA7255P | QNN | 3052.977 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 88.393 ms | 3 - 315 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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- | LaMa-Dilated | SA8255 (Proxy) | SA8255P Proxy | QNN | 77.132 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | SA8295P ADP | SA8295P | TFLITE | 128.175 ms | 3 - 105 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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- | LaMa-Dilated | SA8295P ADP | SA8295P | QNN | 115.926 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 88.03 ms | 3 - 316 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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- | LaMa-Dilated | SA8650 (Proxy) | SA8650P Proxy | QNN | 77.348 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | SA8775P ADP | SA8775P | TFLITE | 151.569 ms | 3 - 127 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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- | LaMa-Dilated | SA8775P ADP | SA8775P | QNN | 135.653 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 3077.933 ms | 0 - 124 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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- | LaMa-Dilated | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 3052.977 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 88.013 ms | 3 - 316 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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- | LaMa-Dilated | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 77.252 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 151.569 ms | 3 - 127 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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- | LaMa-Dilated | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 135.653 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 115.604 ms | 3 - 179 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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- | LaMa-Dilated | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 114.606 ms | 4 - 102 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 79.303 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 86.739 ms | 90 - 90 MB | FP16 | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
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@@ -127,8 +127,8 @@ Profiling Results
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  LaMa-Dilated
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 88.9
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- Estimated peak memory usage (MB): [3, 316]
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  Total # Ops : 343
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  Compute Unit(s) : NPU (343 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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+ | LaMa-Dilated | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 88.656 ms | 3 - 317 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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+ | LaMa-Dilated | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 78.512 ms | 4 - 6 MB | FP16 | NPU | [LaMa-Dilated.so](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.so) |
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+ | LaMa-Dilated | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 85.975 ms | 0 - 202 MB | FP16 | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
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+ | LaMa-Dilated | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 63.293 ms | 2 - 195 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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+ | LaMa-Dilated | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 54.165 ms | 4 - 24 MB | FP16 | NPU | [LaMa-Dilated.so](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.so) |
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+ | LaMa-Dilated | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 60.472 ms | 10 - 130 MB | FP16 | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
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+ | LaMa-Dilated | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 59.079 ms | 2 - 126 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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+ | LaMa-Dilated | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 56.987 ms | 4 - 119 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 55.682 ms | 10 - 127 MB | FP16 | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
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+ | LaMa-Dilated | SA7255P ADP | SA7255P | TFLITE | 3077.803 ms | 0 - 124 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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+ | LaMa-Dilated | SA7255P ADP | SA7255P | QNN | 3051.837 ms | 3 - 12 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 89.179 ms | 3 - 317 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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+ | LaMa-Dilated | SA8255 (Proxy) | SA8255P Proxy | QNN | 78.022 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | SA8295P ADP | SA8295P | TFLITE | 128.143 ms | 3 - 104 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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+ | LaMa-Dilated | SA8295P ADP | SA8295P | QNN | 115.886 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 87.932 ms | 3 - 315 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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+ | LaMa-Dilated | SA8650 (Proxy) | SA8650P Proxy | QNN | 78.069 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | SA8775P ADP | SA8775P | TFLITE | 151.455 ms | 3 - 126 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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+ | LaMa-Dilated | SA8775P ADP | SA8775P | QNN | 135.616 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 3077.803 ms | 0 - 124 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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+ | LaMa-Dilated | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 3051.837 ms | 3 - 12 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 88.049 ms | 3 - 317 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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+ | LaMa-Dilated | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 77.214 ms | 4 - 8 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 151.455 ms | 3 - 126 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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+ | LaMa-Dilated | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 135.616 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 115.046 ms | 3 - 175 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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+ | LaMa-Dilated | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 113.308 ms | 4 - 100 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 79.431 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 86.481 ms | 90 - 90 MB | FP16 | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
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  LaMa-Dilated
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 88.7
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+ Estimated peak memory usage (MB): [3, 317]
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  Total # Ops : 343
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  Compute Unit(s) : NPU (343 ops)
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  ```