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Depth-Anything

Depth Estimation
PyTorch
LiteRT
ONNX
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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 165.629 ms | 1 - 97 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 154.206 ms | 3 - 12 MB | FP16 | NPU | [Depth-Anything.so](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.so) |
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- | Depth-Anything | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 147.631 ms | 0 - 142 MB | FP16 | NPU | [Depth-Anything.onnx](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx) |
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- | Depth-Anything | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 119.338 ms | 1 - 648 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 107.427 ms | 3 - 23 MB | FP16 | NPU | [Depth-Anything.so](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.so) |
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- | Depth-Anything | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 107.067 ms | 5 - 633 MB | FP16 | NPU | [Depth-Anything.onnx](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx) |
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- | Depth-Anything | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 96.174 ms | 0 - 639 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 115.019 ms | 3 - 651 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 90.653 ms | 5 - 645 MB | FP16 | NPU | [Depth-Anything.onnx](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx) |
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- | Depth-Anything | SA7255P ADP | SA7255P | TFLITE | 913.949 ms | 1 - 660 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | SA7255P ADP | SA7255P | QNN | 921.001 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 150.761 ms | 1 - 102 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | SA8255 (Proxy) | SA8255P Proxy | QNN | 153.599 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | SA8295P ADP | SA8295P | TFLITE | 204.273 ms | 1 - 662 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | SA8295P ADP | SA8295P | QNN | 197.981 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 164.81 ms | 1 - 107 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | SA8650 (Proxy) | SA8650P Proxy | QNN | 149.407 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | SA8775P ADP | SA8775P | TFLITE | 183.157 ms | 1 - 660 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | SA8775P ADP | SA8775P | QNN | 176.93 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 913.949 ms | 1 - 660 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 921.001 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 149.788 ms | 4 - 106 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 152.701 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 183.157 ms | 1 - 660 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 176.93 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 198.647 ms | 1 - 690 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 279.734 ms | 3 - 725 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 143.493 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 161.888 ms | 69 - 69 MB | FP16 | NPU | [Depth-Anything.onnx](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx) |
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@@ -126,8 +126,8 @@ Profiling Results
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  Depth-Anything
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 165.6
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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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  ```
 
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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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 152.503 ms | 2 - 100 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 171.256 ms | 3 - 95 MB | FP16 | NPU | [Depth-Anything.so](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.so) |
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+ | Depth-Anything | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 152.958 ms | 2 - 230 MB | FP16 | NPU | [Depth-Anything.onnx](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx) |
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+ | Depth-Anything | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 119.459 ms | 1 - 649 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 124.197 ms | 3 - 660 MB | FP16 | NPU | [Depth-Anything.so](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.so) |
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+ | Depth-Anything | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 106.861 ms | 0 - 626 MB | FP16 | NPU | [Depth-Anything.onnx](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx) |
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+ | Depth-Anything | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 96.672 ms | 1 - 640 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 101.35 ms | 3 - 651 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 101.03 ms | 5 - 647 MB | FP16 | NPU | [Depth-Anything.onnx](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx) |
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+ | Depth-Anything | SA7255P ADP | SA7255P | TFLITE | 913.672 ms | 1 - 660 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | SA7255P ADP | SA7255P | QNN | 921.316 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 153.786 ms | 1 - 105 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | SA8255 (Proxy) | SA8255P Proxy | QNN | 152.033 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | SA8295P ADP | SA8295P | TFLITE | 205.124 ms | 1 - 661 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | SA8295P ADP | SA8295P | QNN | 198.221 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 151.62 ms | 1 - 105 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | SA8650 (Proxy) | SA8650P Proxy | QNN | 153.271 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | SA8775P ADP | SA8775P | TFLITE | 183.065 ms | 1 - 659 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | SA8775P ADP | SA8775P | QNN | 176.851 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 913.672 ms | 1 - 660 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 921.316 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 165.902 ms | 1 - 102 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 143.764 ms | 3 - 7 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 183.065 ms | 1 - 659 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 176.851 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 222.349 ms | 1 - 689 MB | FP16 | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 239.846 ms | 0 - 726 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 143.809 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 161.882 ms | 69 - 69 MB | FP16 | NPU | [Depth-Anything.onnx](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx) |
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  Depth-Anything
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 152.5
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+ Estimated peak memory usage (MB): [2, 100]
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  Total # Ops : 634
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  Compute Unit(s) : NPU (634 ops)
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  ```