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Depth-Anything-V2

Depth Estimation
PyTorch
LiteRT
android
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@@ -34,35 +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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- | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 328.201 ms | 0 - 71 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 236.379 ms | 3 - 6 MB | FP16 | NPU | [Depth-Anything-V2.so](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.so) |
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- | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 237.988 ms | 3 - 183 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
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- | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 251.17 ms | 104 - 351 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 188.345 ms | 3 - 23 MB | FP16 | NPU | [Depth-Anything-V2.so](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.so) |
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- | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 186.092 ms | 5 - 279 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
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- | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 237.003 ms | 1 - 271 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 244.594 ms | 3 - 282 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 150.601 ms | 5 - 296 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
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- | Depth-Anything-V2 | SA7255P ADP | SA7255P | TFLITE | 1141.246 ms | 0 - 268 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | SA7255P ADP | SA7255P | QNN | 1004.94 ms | 3 - 10 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 325.845 ms | 1 - 65 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 243.188 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | SA8295P ADP | SA8295P | TFLITE | 388.676 ms | 1 - 273 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | SA8295P ADP | SA8295P | QNN | 280.082 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 328.82 ms | 1 - 65 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 240.289 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | SA8775P ADP | SA8775P | TFLITE | 368.886 ms | 1 - 269 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | SA8775P ADP | SA8775P | QNN | 263.878 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 1141.246 ms | 0 - 268 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1004.94 ms | 3 - 10 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 329.248 ms | 0 - 50 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 228.068 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 368.886 ms | 1 - 269 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 263.878 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 387.557 ms | 1 - 261 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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- | Depth-Anything-V2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 416.59 ms | 0 - 273 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 207.037 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 271.204 ms | 63 - 63 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
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@@ -126,8 +126,8 @@ Profiling Results
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  Depth-Anything-V2
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 328.2
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- Estimated peak memory usage (MB): [0, 71]
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  Total # Ops : 634
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  Compute Unit(s) : NPU (634 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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+ | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 163.613 ms | 1 - 97 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 150.284 ms | 5 - 7 MB | FP16 | NPU | [Depth-Anything-V2.so](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.so) |
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+ | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 168.371 ms | 0 - 260 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
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+ | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 124.797 ms | 1 - 650 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 111.753 ms | 3 - 22 MB | FP16 | NPU | [Depth-Anything-V2.so](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.so) |
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+ | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 124.183 ms | 1 - 610 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
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+ | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 115.248 ms | 0 - 641 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 119.379 ms | 3 - 651 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 115.948 ms | 5 - 603 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
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+ | Depth-Anything-V2 | SA7255P ADP | SA7255P | TFLITE | 923.291 ms | 1 - 661 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | SA7255P ADP | SA7255P | QNN | 927.389 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 168.892 ms | 0 - 104 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 155.339 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | SA8295P ADP | SA8295P | TFLITE | 212.469 ms | 1 - 663 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | SA8295P ADP | SA8295P | QNN | 207.349 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 167.453 ms | 1 - 105 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 150.239 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | SA8775P ADP | SA8775P | TFLITE | 190.284 ms | 1 - 660 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | SA8775P ADP | SA8775P | QNN | 181.283 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 923.291 ms | 1 - 661 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 927.389 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 157.535 ms | 1 - 105 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 149.23 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 190.284 ms | 1 - 660 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 181.283 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 204.482 ms | 1 - 695 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
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+ | Depth-Anything-V2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 231.106 ms | 3 - 726 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 147.397 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 160.873 ms | 70 - 70 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
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  Depth-Anything-V2
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 163.6
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+ Estimated peak memory usage (MB): [1, 97]
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  Total # Ops : 634
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  Compute Unit(s) : NPU (634 ops)
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  ```