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Depth-Anything

Depth Estimation
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v0.40.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.40.0 for changelog.

Files changed (4) hide show
  1. Depth-Anything_float.dlc +2 -2
  2. Depth-Anything_float.onnx.zip +1 -1
  3. README.md +30 -29
  4. tool-versions.yaml +1 -1
Depth-Anything_float.dlc CHANGED
@@ -1,3 +1,3 @@
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Depth-Anything_float.onnx.zip CHANGED
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README.md CHANGED
@@ -35,35 +35,36 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | Depth-Anything | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 196.689 ms | 1 - 175 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 182.835 ms | 0 - 241 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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- | Depth-Anything | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 102.599 ms | 1 - 184 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 138.742 ms | 3 - 227 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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- | Depth-Anything | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 83.236 ms | 1 - 35 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 74.167 ms | 3 - 64 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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- | Depth-Anything | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 76.599 ms | 4 - 37 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
45
- | Depth-Anything | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 89.477 ms | 1 - 174 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 80.134 ms | 0 - 239 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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- | Depth-Anything | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 196.689 ms | 1 - 175 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 182.835 ms | 0 - 241 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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- | Depth-Anything | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 84.001 ms | 1 - 36 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 73.874 ms | 3 - 63 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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- | Depth-Anything | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 112.638 ms | 1 - 182 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 104.86 ms | 3 - 232 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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- | Depth-Anything | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 83.695 ms | 0 - 36 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 73.835 ms | 3 - 67 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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- | Depth-Anything | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 89.477 ms | 1 - 174 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 80.134 ms | 0 - 239 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
57
- | Depth-Anything | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 61.893 ms | 1 - 177 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 57.074 ms | 3 - 249 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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- | Depth-Anything | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 58.212 ms | 0 - 378 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
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- | Depth-Anything | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 47.38 ms | 1 - 175 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 42.87 ms | 0 - 273 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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- | Depth-Anything | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 45.02 ms | 0 - 382 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
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- | Depth-Anything | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 42.683 ms | 1 - 175 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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- | Depth-Anything | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 39.666 ms | 0 - 371 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
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- | Depth-Anything | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 72.774 ms | 87 - 87 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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- | Depth-Anything | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 75.095 ms | 62 - 62 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | Depth-Anything | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 197.43 ms | 1 - 169 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
39
+ | Depth-Anything | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 186.676 ms | 3 - 232 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
40
+ | Depth-Anything | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 117.43 ms | 1 - 167 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 120.403 ms | 3 - 194 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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+ | Depth-Anything | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 85.647 ms | 1 - 38 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 88.246 ms | 3 - 49 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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+ | Depth-Anything | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 77.074 ms | 0 - 150 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
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+ | Depth-Anything | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 92.008 ms | 1 - 169 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 91.907 ms | 0 - 228 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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+ | Depth-Anything | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 197.43 ms | 1 - 169 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 186.676 ms | 3 - 232 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
49
+ | Depth-Anything | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 84.997 ms | 0 - 37 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 88.95 ms | 3 - 51 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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+ | Depth-Anything | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 131.603 ms | 1 - 165 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 106.851 ms | 0 - 183 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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+ | Depth-Anything | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 85.47 ms | 1 - 36 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 88.244 ms | 0 - 60 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
55
+ | Depth-Anything | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 92.008 ms | 1 - 169 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 91.907 ms | 0 - 228 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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+ | Depth-Anything | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 59.047 ms | 0 - 174 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 67.422 ms | 3 - 244 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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+ | Depth-Anything | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 59.378 ms | 0 - 391 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
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+ | Depth-Anything | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 46.698 ms | 0 - 171 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 50.682 ms | 0 - 231 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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+ | Depth-Anything | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 44.227 ms | 4 - 390 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
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+ | Depth-Anything | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 39.82 ms | 0 - 169 MB | NPU | [Depth-Anything.tflite](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.tflite) |
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+ | Depth-Anything | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 34.938 ms | 3 - 204 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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+ | Depth-Anything | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 39.124 ms | 4 - 376 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
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+ | Depth-Anything | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 85.4 ms | 83 - 83 MB | NPU | [Depth-Anything.dlc](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.dlc) |
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+ | Depth-Anything | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 75.153 ms | 61 - 61 MB | NPU | [Depth-Anything.onnx.zip](https://huggingface.co/qualcomm/Depth-Anything/blob/main/Depth-Anything.onnx.zip) |
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tool-versions.yaml CHANGED
@@ -1,4 +1,4 @@
1
  tool_versions:
2
  onnx:
3
  qairt: 2.37.1.250807093845_124904
4
- onnx_runtime: 1.22.2
 
1
  tool_versions:
2
  onnx:
3
  qairt: 2.37.1.250807093845_124904
4
+ onnx_runtime: 1.23.0