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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 | 166.258 ms | 0 - 98 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 | 154.962 ms | 3 - 6 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 | 168.557 ms | 0 - 191 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 | 125.132 ms | 316 - 967 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 | 111.008 ms | 3 - 22 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 | 124.398 ms | 5 - 615 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 | 114.344 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 | 119.277 ms | 3 - 650 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 116.9 ms | 5 - 604 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 | 922.059 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 | 925.347 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 160.142 ms | 0 - 101 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 | 150.478 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | SA8295P ADP | SA8295P | TFLITE | 213.194 ms | 0 - 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 | 208.631 ms | 2 - 16 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 158.053 ms | 1 - 101 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 | 155.446 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | SA8775P ADP | SA8775P | TFLITE | 190.549 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 | 180.831 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 922.059 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 | 925.347 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 159.193 ms | 1 - 101 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 | 148.238 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 190.549 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 | 180.831 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 197.377 ms | 1 - 692 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 | 234.714 ms | 3 - 727 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 146.087 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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- | Depth-Anything | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 161.322 ms | 70 - 70 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) : 166.3
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- Estimated peak memory usage (MB): [0, 98]
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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 | 163.315 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 149.765 ms | 3 - 6 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 | 165.42 ms | 2 - 184 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 | 117.501 ms | 1 - 650 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 | 107.371 ms | 3 - 22 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 | 120.858 ms | 5 - 609 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 | 96.476 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 | 101.133 ms | 3 - 652 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 111.269 ms | 5 - 603 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 | 914.494 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 | SA7255P ADP | SA7255P | QNN | 920.456 ms | 3 - 12 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 150.102 ms | 1 - 101 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 | 143.79 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | SA8295P ADP | SA8295P | TFLITE | 206.169 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 | 198.082 ms | 2 - 19 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 163.6 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 | 153.655 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | SA8775P ADP | SA8775P | TFLITE | 183.298 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 | 176.968 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 914.494 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 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 920.456 ms | 3 - 12 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 164.663 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 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 143.765 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 183.298 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 | 176.968 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 183.725 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 | 252.499 ms | 3 - 729 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 143.467 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Depth-Anything | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 153.72 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) : 163.3
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+ Estimated peak memory usage (MB): [1, 107]
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  Total # Ops : 634
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  Compute Unit(s) : NPU (634 ops)
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  ```