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LaMa-Dilated

Image-to-Image
PyTorch
LiteRT
ONNX
backbone
android
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@@ -1,10 +1,10 @@
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  ---
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  library_name: pytorch
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  license: apache-2.0
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- pipeline_tag: image-to-image
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  tags:
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  - backbone
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  - android
 
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  ---
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@@ -35,31 +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 | 74.644 ms | 3 - 320 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 | 70.594 ms | 3 - 35 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 | 74.551 ms | 6 - 222 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 | 51.489 ms | 2 - 94 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 | 48.532 ms | 4 - 90 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 | 50.604 ms | 10 - 102 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 | 49.135 ms | 3 - 93 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 | 38.257 ms | 4 - 93 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 48.317 ms | 5 - 98 MB | FP16 | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
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- | LaMa-Dilated | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 74.423 ms | 3 - 319 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 | 67.652 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | SA7255P ADP | SA7255P | TFLITE | 3020.428 ms | 0 - 88 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 | 3006.43 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 75.099 ms | 1 - 312 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 | 66.841 ms | 6 - 9 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | SA8295P ADP | SA8295P | TFLITE | 115.806 ms | 3 - 46 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 | 103.885 ms | 1 - 16 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 75.632 ms | 3 - 163 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 | 66.932 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | SA8775P ADP | SA8775P | TFLITE | 129.828 ms | 3 - 91 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 | 119.036 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 107.296 ms | 3 - 50 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 | 104.543 ms | 4 - 50 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 69.497 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
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- | LaMa-Dilated | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 78.573 ms | 90 - 90 MB | FP16 | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
 
 
 
 
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@@ -123,8 +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) : 74.6
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- Estimated peak memory usage (MB): [3, 320]
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  Total # Ops : 343
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  Compute Unit(s) : NPU (343 ops)
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  ```
 
1
  ---
2
  library_name: pytorch
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  license: apache-2.0
 
4
  tags:
5
  - backbone
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  - android
7
+ pipeline_tag: image-to-image
8
 
9
  ---
10
 
 
35
 
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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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  |---|---|---|---|---|---|---|---|---|
38
+ | LaMa-Dilated | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 74.467 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 | 66.93 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 | 74.526 ms | 6 - 222 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 | 51.515 ms | 2 - 89 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 | 46.155 ms | 4 - 22 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 | 51.778 ms | 10 - 106 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 | 49.24 ms | 3 - 93 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 | 38.445 ms | 4 - 94 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 48.265 ms | 13 - 106 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 | 3020.444 ms | 0 - 88 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 | 3006.425 ms | 3 - 10 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 74.859 ms | 3 - 330 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 | 67.096 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | SA8295P ADP | SA8295P | TFLITE | 115.825 ms | 3 - 45 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 | 103.942 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 74.999 ms | 3 - 329 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 | 67.171 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | SA8775P ADP | SA8775P | TFLITE | 129.885 ms | 3 - 91 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 | 119.061 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 3020.444 ms | 0 - 88 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 | 3006.425 ms | 3 - 10 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 74.765 ms | 3 - 79 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 | 67.393 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 129.885 ms | 3 - 91 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 | 119.061 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 108.154 ms | 3 - 49 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 | 101.724 ms | 4 - 47 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 69.455 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
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+ | LaMa-Dilated | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 78.583 ms | 91 - 91 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) : 74.5
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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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  ```