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README.md
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@@ -35,23 +35,25 @@ 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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| LaMa-Dilated | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 74.
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| LaMa-Dilated | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 70.
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| LaMa-Dilated | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE |
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| LaMa-Dilated | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN |
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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.
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Estimated peak memory usage (MB): [3, 132]
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Total # Ops : 343
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Compute Unit(s) : NPU (343 ops)
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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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| LaMa-Dilated | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 74.667 ms | 3 - 132 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 | 70.735 ms | 3 - 33 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 | TFLITE | 51.204 ms | 0 - 259 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 | 50.382 ms | 4 - 89 MB | FP16 | NPU | [LaMa-Dilated.so](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.so) |
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| LaMa-Dilated | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 40.487 ms | 0 - 159 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 | 37.959 ms | 1 - 87 MB | FP16 | NPU | Use Export Script |
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| LaMa-Dilated | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 74.739 ms | 3 - 132 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 | 70.259 ms | 4 - 5 MB | FP16 | NPU | Use Export Script |
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| LaMa-Dilated | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 74.969 ms | 3 - 132 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 | 70.339 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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| LaMa-Dilated | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 74.691 ms | 3 - 131 MB | FP16 | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
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| LaMa-Dilated | SA8775 (Proxy) | SA8775P Proxy | QNN | 70.627 ms | 4 - 5 MB | FP16 | NPU | Use Export Script |
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| LaMa-Dilated | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 74.674 ms | 3 - 132 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 | 70.337 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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| LaMa-Dilated | SA8295P ADP | SA8295P | TFLITE | 115.932 ms | 3 - 89 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 | 103.935 ms | 1 - 7 MB | FP16 | NPU | Use Export Script |
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| LaMa-Dilated | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 105.359 ms | 3 - 161 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 | 103.357 ms | 4 - 44 MB | FP16 | NPU | Use Export Script |
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| LaMa-Dilated | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 71.83 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
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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) : 74.7
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Estimated peak memory usage (MB): [3, 132]
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Total # Ops : 343
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Compute Unit(s) : NPU (343 ops)
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