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v0.42.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.42.0 for changelog.

Files changed (11) hide show
  1. README.md +106 -100
  2. Yolo-X_float.dlc +2 -2
  3. Yolo-X_float.onnx.zip +2 -2
  4. Yolo-X_float.tflite +2 -2
  5. Yolo-X_w8a16.dlc +2 -2
  6. Yolo-X_w8a16.onnx.zip +2 -2
  7. Yolo-X_w8a8.dlc +2 -2
  8. Yolo-X_w8a8.onnx.zip +2 -2
  9. Yolo-X_w8a8.tflite +2 -2
  10. Yolo-X_w8a8_mixed_int16.dlc +2 -2
  11. tool-versions.yaml +1 -1
README.md CHANGED
@@ -38,102 +38,108 @@ 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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- | Yolo-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 31.777 ms | 0 - 38 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
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- | Yolo-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 31.662 ms | 4 - 70 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
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- | Yolo-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 14.482 ms | 0 - 52 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
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- | Yolo-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 18.689 ms | 5 - 45 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
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- | Yolo-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.295 ms | 0 - 10 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
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- | Yolo-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8.477 ms | 5 - 32 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
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- | Yolo-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 16.643 ms | 0 - 77 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx.zip) |
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- | Yolo-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 11.613 ms | 0 - 38 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
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- | Yolo-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 11.521 ms | 1 - 69 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
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- | Yolo-X | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 31.777 ms | 0 - 38 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
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- | Yolo-X | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 31.662 ms | 4 - 70 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
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- | Yolo-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 8.333 ms | 0 - 9 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
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- | Yolo-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 8.48 ms | 5 - 40 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
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- | Yolo-X | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 16.094 ms | 0 - 47 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
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- | Yolo-X | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 15.066 ms | 5 - 50 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
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- | Yolo-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 8.313 ms | 0 - 11 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
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- | Yolo-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 8.499 ms | 5 - 41 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
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- | Yolo-X | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 11.613 ms | 0 - 38 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
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- | Yolo-X | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 11.521 ms | 1 - 69 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
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- | Yolo-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.134 ms | 0 - 48 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
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- | Yolo-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6.18 ms | 5 - 106 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
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- | Yolo-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 11.039 ms | 5 - 117 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx.zip) |
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- | Yolo-X | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 4.73 ms | 0 - 44 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
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- | Yolo-X | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 4.965 ms | 5 - 79 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
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- | Yolo-X | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 9.322 ms | 3 - 81 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx.zip) |
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- | Yolo-X | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.855 ms | 0 - 43 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
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- | Yolo-X | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 4.051 ms | 0 - 76 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
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- | Yolo-X | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 7.953 ms | 5 - 92 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx.zip) |
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- | Yolo-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 9.227 ms | 32 - 32 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
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- | Yolo-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 16.009 ms | 14 - 14 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx.zip) |
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- | Yolo-X | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 15.568 ms | 1 - 43 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
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- | Yolo-X | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.28 ms | 2 - 57 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
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- | Yolo-X | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 7.964 ms | 2 - 15 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
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- | Yolo-X | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 14.025 ms | 0 - 40 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx.zip) |
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- | Yolo-X | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 37.864 ms | 1 - 44 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
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- | Yolo-X | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 27.454 ms | 2 - 49 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
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- | Yolo-X | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 393.947 ms | 106 - 122 MB | CPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx.zip) |
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- | Yolo-X | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 340.949 ms | 106 - 112 MB | CPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx.zip) |
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- | Yolo-X | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 15.568 ms | 1 - 43 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
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- | Yolo-X | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 7.956 ms | 2 - 18 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
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- | Yolo-X | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 10.037 ms | 2 - 52 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
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- | Yolo-X | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 7.952 ms | 2 - 18 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
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- | Yolo-X | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 37.864 ms | 1 - 44 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
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- | Yolo-X | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 5.18 ms | 2 - 56 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
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- | Yolo-X | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.801 ms | 2 - 117 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx.zip) |
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- | Yolo-X | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 3.98 ms | 2 - 53 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
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- | Yolo-X | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 9.049 ms | 2 - 85 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx.zip) |
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- | Yolo-X | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 3.417 ms | 2 - 53 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
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- | Yolo-X | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 19.77 ms | 2 - 89 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx.zip) |
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- | Yolo-X | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 8.665 ms | 8 - 8 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
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- | Yolo-X | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.539 ms | 9 - 9 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx.zip) |
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- | Yolo-X | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.498 ms | 0 - 32 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
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- | Yolo-X | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.441 ms | 1 - 36 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
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- | Yolo-X | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.109 ms | 0 - 50 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
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- | Yolo-X | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.868 ms | 1 - 51 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
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- | Yolo-X | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.831 ms | 0 - 38 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
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- | Yolo-X | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.306 ms | 1 - 13 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
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- | Yolo-X | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 8.812 ms | 1 - 16 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx.zip) |
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- | Yolo-X | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.293 ms | 0 - 32 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
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- | Yolo-X | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.71 ms | 1 - 36 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
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- | Yolo-X | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 101.665 ms | 8 - 41 MB | GPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
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- | Yolo-X | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 9.963 ms | 0 - 40 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
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- | Yolo-X | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 90.927 ms | 44 - 61 MB | CPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx.zip) |
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- | Yolo-X | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 82.63 ms | 41 - 53 MB | CPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx.zip) |
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- | Yolo-X | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.498 ms | 0 - 32 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
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- | Yolo-X | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.441 ms | 1 - 36 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
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- | Yolo-X | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.825 ms | 0 - 37 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
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- | Yolo-X | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.304 ms | 1 - 16 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
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- | Yolo-X | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.255 ms | 0 - 38 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
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- | Yolo-X | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.605 ms | 1 - 43 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
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- | Yolo-X | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.885 ms | 0 - 37 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
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- | Yolo-X | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.3 ms | 1 - 12 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
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- | Yolo-X | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.293 ms | 0 - 32 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
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- | Yolo-X | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.71 ms | 1 - 36 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
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- | Yolo-X | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.879 ms | 0 - 53 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
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- | Yolo-X | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.537 ms | 1 - 49 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
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- | Yolo-X | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 6.503 ms | 1 - 100 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx.zip) |
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- | Yolo-X | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.516 ms | 0 - 39 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
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- | Yolo-X | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.121 ms | 1 - 44 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
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- | Yolo-X | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 6.043 ms | 1 - 75 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx.zip) |
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- | Yolo-X | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.311 ms | 0 - 34 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
122
- | Yolo-X | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.883 ms | 1 - 43 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
123
- | Yolo-X | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 8.337 ms | 1 - 76 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx.zip) |
124
- | Yolo-X | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.586 ms | 17 - 17 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
125
- | Yolo-X | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.398 ms | 8 - 8 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx.zip) |
126
- | Yolo-X | w8a8_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.966 ms | 1 - 38 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
127
- | Yolo-X | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.617 ms | 1 - 11 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
128
- | Yolo-X | w8a8_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.063 ms | 1 - 37 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
129
- | Yolo-X | w8a8_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.966 ms | 1 - 38 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
130
- | Yolo-X | w8a8_mixed_int16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.613 ms | 1 - 9 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
131
- | Yolo-X | w8a8_mixed_int16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.634 ms | 1 - 12 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
132
- | Yolo-X | w8a8_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.063 ms | 1 - 37 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
133
- | Yolo-X | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.414 ms | 1 - 51 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
134
- | Yolo-X | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.753 ms | 1 - 45 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
135
- | Yolo-X | w8a8_mixed_int16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.376 ms | 1 - 49 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
136
- | Yolo-X | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.025 ms | 12 - 12 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
 
 
 
 
 
 
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@@ -149,9 +155,9 @@ pip install "qai-hub-models[yolox]" git+https://github.com/Megvii-BaseDetection/
149
  ```
150
 
151
 
152
- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
153
 
154
- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
155
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
156
 
157
  With this API token, you can configure your client to run models on the cloud
@@ -159,7 +165,7 @@ hosted devices.
159
  ```bash
160
  qai-hub configure --api_token API_TOKEN
161
  ```
162
- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
163
 
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165
 
@@ -270,7 +276,7 @@ With the output of the model, you can compute like PSNR, relative errors or
270
  spot check the output with expected output.
271
 
272
  **Note**: This on-device profiling and inference requires access to Qualcomm®
273
- AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
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39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | Yolo-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 30.572 ms | 0 - 39 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
42
+ | Yolo-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 28.888 ms | 2 - 73 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
43
+ | Yolo-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 13.628 ms | 0 - 56 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
44
+ | Yolo-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 17.394 ms | 4 - 49 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
45
+ | Yolo-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 7.759 ms | 0 - 9 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
46
+ | Yolo-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 6.769 ms | 5 - 44 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
47
+ | Yolo-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 14.786 ms | 0 - 62 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx.zip) |
48
+ | Yolo-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.829 ms | 0 - 39 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
49
+ | Yolo-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 9.898 ms | 1 - 71 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
50
+ | Yolo-X | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 30.572 ms | 0 - 39 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
51
+ | Yolo-X | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 28.888 ms | 2 - 73 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
52
+ | Yolo-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 7.765 ms | 0 - 9 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
53
+ | Yolo-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 6.921 ms | 5 - 46 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
54
+ | Yolo-X | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 15.363 ms | 0 - 49 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
55
+ | Yolo-X | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 13.292 ms | 4 - 48 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
56
+ | Yolo-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 7.597 ms | 0 - 11 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
57
+ | Yolo-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 6.837 ms | 5 - 41 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
58
+ | Yolo-X | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.829 ms | 0 - 39 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
59
+ | Yolo-X | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 9.898 ms | 1 - 71 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
60
+ | Yolo-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 5.634 ms | 0 - 48 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
61
+ | Yolo-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 5.152 ms | 5 - 105 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
62
+ | Yolo-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.913 ms | 5 - 123 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx.zip) |
63
+ | Yolo-X | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 4.682 ms | 0 - 44 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
64
+ | Yolo-X | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 3.944 ms | 5 - 77 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
65
+ | Yolo-X | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 8.238 ms | 2 - 82 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx.zip) |
66
+ | Yolo-X | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.575 ms | 0 - 43 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
67
+ | Yolo-X | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 3.083 ms | 5 - 84 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
68
+ | Yolo-X | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 6.951 ms | 5 - 92 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx.zip) |
69
+ | Yolo-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 7.556 ms | 39 - 39 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
70
+ | Yolo-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.104 ms | 14 - 14 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx.zip) |
71
+ | Yolo-X | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 11.106 ms | 2 - 46 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
72
+ | Yolo-X | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 6.612 ms | 2 - 58 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
73
+ | Yolo-X | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 5.202 ms | 2 - 14 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
74
+ | Yolo-X | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 14.32 ms | 0 - 54 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx.zip) |
75
+ | Yolo-X | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.724 ms | 1 - 46 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
76
+ | Yolo-X | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 23.176 ms | 2 - 50 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
77
+ | Yolo-X | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 393.119 ms | 107 - 123 MB | CPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx.zip) |
78
+ | Yolo-X | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 337.914 ms | 106 - 110 MB | CPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx.zip) |
79
+ | Yolo-X | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 11.106 ms | 2 - 46 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
80
+ | Yolo-X | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 5.195 ms | 2 - 13 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
81
+ | Yolo-X | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.189 ms | 2 - 53 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
82
+ | Yolo-X | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 5.186 ms | 2 - 12 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
83
+ | Yolo-X | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.724 ms | 1 - 46 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
84
+ | Yolo-X | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.397 ms | 2 - 60 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
85
+ | Yolo-X | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 10.037 ms | 2 - 102 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx.zip) |
86
+ | Yolo-X | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.392 ms | 2 - 53 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
87
+ | Yolo-X | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 9.097 ms | 2 - 84 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx.zip) |
88
+ | Yolo-X | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 6.707 ms | 2 - 50 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
89
+ | Yolo-X | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 388.661 ms | 112 - 129 MB | CPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx.zip) |
90
+ | Yolo-X | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.911 ms | 1 - 51 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
91
+ | Yolo-X | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 11.267 ms | 2 - 87 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx.zip) |
92
+ | Yolo-X | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 5.73 ms | 12 - 12 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
93
+ | Yolo-X | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.448 ms | 10 - 10 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx.zip) |
94
+ | Yolo-X | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.248 ms | 0 - 33 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
95
+ | Yolo-X | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.392 ms | 1 - 37 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
96
+ | Yolo-X | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.94 ms | 0 - 47 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
97
+ | Yolo-X | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.82 ms | 1 - 49 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
98
+ | Yolo-X | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.631 ms | 0 - 37 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
99
+ | Yolo-X | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.302 ms | 1 - 12 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
100
+ | Yolo-X | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 8.753 ms | 0 - 28 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx.zip) |
101
+ | Yolo-X | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.117 ms | 0 - 33 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
102
+ | Yolo-X | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 10.931 ms | 1 - 38 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
103
+ | Yolo-X | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 8.442 ms | 0 - 42 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
104
+ | Yolo-X | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 10.063 ms | 0 - 42 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
105
+ | Yolo-X | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 90.818 ms | 47 - 64 MB | CPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx.zip) |
106
+ | Yolo-X | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 82.887 ms | 45 - 56 MB | CPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx.zip) |
107
+ | Yolo-X | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.248 ms | 0 - 33 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
108
+ | Yolo-X | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.392 ms | 1 - 37 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
109
+ | Yolo-X | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.686 ms | 0 - 35 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
110
+ | Yolo-X | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.3 ms | 3 - 15 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
111
+ | Yolo-X | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.025 ms | 0 - 39 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
112
+ | Yolo-X | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.581 ms | 1 - 43 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
113
+ | Yolo-X | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.694 ms | 0 - 37 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
114
+ | Yolo-X | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.303 ms | 0 - 10 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
115
+ | Yolo-X | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.117 ms | 0 - 33 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
116
+ | Yolo-X | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.931 ms | 1 - 38 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
117
+ | Yolo-X | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.805 ms | 0 - 49 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
118
+ | Yolo-X | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.534 ms | 1 - 53 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
119
+ | Yolo-X | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 6.432 ms | 1 - 94 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx.zip) |
120
+ | Yolo-X | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.449 ms | 0 - 45 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
121
+ | Yolo-X | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.12 ms | 1 - 45 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
122
+ | Yolo-X | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 6.063 ms | 1 - 74 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx.zip) |
123
+ | Yolo-X | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 3.461 ms | 0 - 42 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
124
+ | Yolo-X | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 2.798 ms | 1 - 44 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
125
+ | Yolo-X | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 92.035 ms | 48 - 66 MB | CPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx.zip) |
126
+ | Yolo-X | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.246 ms | 0 - 39 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
127
+ | Yolo-X | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.881 ms | 1 - 45 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
128
+ | Yolo-X | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 8.34 ms | 1 - 77 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx.zip) |
129
+ | Yolo-X | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.583 ms | 25 - 25 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
130
+ | Yolo-X | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.425 ms | 8 - 8 MB | NPU | [Yolo-X.onnx.zip](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx.zip) |
131
+ | Yolo-X | w8a8_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.695 ms | 1 - 39 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
132
+ | Yolo-X | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.509 ms | 1 - 11 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
133
+ | Yolo-X | w8a8_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.932 ms | 1 - 39 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
134
+ | Yolo-X | w8a8_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.695 ms | 1 - 39 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
135
+ | Yolo-X | w8a8_mixed_int16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.517 ms | 1 - 11 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
136
+ | Yolo-X | w8a8_mixed_int16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.511 ms | 2 - 14 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
137
+ | Yolo-X | w8a8_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.932 ms | 1 - 39 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
138
+ | Yolo-X | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.335 ms | 1 - 53 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
139
+ | Yolo-X | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.683 ms | 1 - 46 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
140
+ | Yolo-X | w8a8_mixed_int16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 4.196 ms | 1 - 46 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
141
+ | Yolo-X | w8a8_mixed_int16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.336 ms | 1 - 48 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
142
+ | Yolo-X | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.916 ms | 12 - 12 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8_mixed_int16.dlc) |
143
 
144
 
145
 
 
155
  ```
156
 
157
 
158
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
159
 
160
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
161
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
162
 
163
  With this API token, you can configure your client to run models on the cloud
 
165
  ```bash
166
  qai-hub configure --api_token API_TOKEN
167
  ```
168
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
169
 
170
 
171
 
 
276
  spot check the output with expected output.
277
 
278
  **Note**: This on-device profiling and inference requires access to Qualcomm®
279
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
280
 
281
 
282
 
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