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Yolo-X

Object Detection
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LiteRT
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android
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v0.31.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

Files changed (5) hide show
  1. .gitattributes +3 -0
  2. README.md +79 -79
  3. Yolo-X.dlc +3 -0
  4. Yolo-X_w8a16.dlc +3 -0
  5. Yolo-X_w8a8.dlc +3 -0
.gitattributes CHANGED
@@ -35,3 +35,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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  Yolo-X.so filter=lfs diff=lfs merge=lfs -text
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  Yolo-X_w8a16.so filter=lfs diff=lfs merge=lfs -text
 
 
 
 
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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  Yolo-X.so filter=lfs diff=lfs merge=lfs -text
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  Yolo-X_w8a16.so filter=lfs diff=lfs merge=lfs -text
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+ Yolo-X.dlc filter=lfs diff=lfs merge=lfs -text
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+ Yolo-X_w8a16.dlc filter=lfs diff=lfs merge=lfs -text
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+ Yolo-X_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -35,84 +35,84 @@ 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 | 37.13 ms | 0 - 35 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 | 31.417 ms | 1 - 10 MB | NPU | Use Export Script |
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- | Yolo-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 20.928 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 | 17.606 ms | 5 - 42 MB | NPU | Use Export Script |
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- | Yolo-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 13.884 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 8.418 ms | 5 - 8 MB | NPU | Use Export Script |
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- | Yolo-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 16.992 ms | 0 - 35 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 | 11.217 ms | 1 - 12 MB | NPU | Use Export Script |
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- | Yolo-X | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 37.13 ms | 0 - 35 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 | 31.417 ms | 1 - 10 MB | NPU | Use Export Script |
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- | Yolo-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 14.025 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 | 8.136 ms | 5 - 7 MB | NPU | Use Export Script |
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- | Yolo-X | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 21.889 ms | 0 - 39 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 | 14.516 ms | 0 - 17 MB | NPU | Use Export Script |
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- | Yolo-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 14.19 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 8.154 ms | 5 - 8 MB | NPU | Use Export Script |
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- | Yolo-X | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 16.992 ms | 0 - 35 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 | 11.217 ms | 1 - 12 MB | NPU | Use Export Script |
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- | Yolo-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 14.01 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 8.144 ms | 5 - 21 MB | NPU | Use Export Script |
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- | Yolo-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 13.272 ms | 1 - 63 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx) |
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- | Yolo-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 9.942 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 5.963 ms | 5 - 79 MB | NPU | Use Export Script |
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- | Yolo-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.42 ms | 5 - 155 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx) |
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- | Yolo-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 9.198 ms | 0 - 39 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 QRD | Snapdragon® 8 Elite Mobile | QNN | 5.86 ms | 5 - 77 MB | NPU | Use Export Script |
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- | Yolo-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 8.709 ms | 5 - 104 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx) |
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- | Yolo-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 8.937 ms | 5 - 5 MB | NPU | Use Export Script |
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- | Yolo-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.402 ms | 15 - 15 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx) |
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- | Yolo-X | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 15.46 ms | 1 - 11 MB | NPU | Use Export Script |
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- | Yolo-X | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 9.385 ms | 2 - 50 MB | NPU | Use Export Script |
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- | Yolo-X | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 7.644 ms | 2 - 5 MB | NPU | Use Export Script |
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- | Yolo-X | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 8.22 ms | 2 - 13 MB | NPU | Use Export Script |
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- | Yolo-X | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 26.482 ms | 2 - 14 MB | NPU | Use Export Script |
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- | Yolo-X | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN | 15.46 ms | 1 - 11 MB | NPU | Use Export Script |
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- | Yolo-X | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 7.698 ms | 2 - 5 MB | NPU | Use Export Script |
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- | Yolo-X | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN | 9.907 ms | 0 - 17 MB | NPU | Use Export Script |
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- | Yolo-X | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 7.663 ms | 3 - 5 MB | NPU | Use Export Script |
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- | Yolo-X | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN | 8.22 ms | 2 - 13 MB | NPU | Use Export Script |
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- | Yolo-X | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 7.758 ms | 2 - 13 MB | NPU | Use Export Script |
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- | Yolo-X | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 14.158 ms | 0 - 39 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx) |
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- | Yolo-X | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 5.057 ms | 2 - 51 MB | NPU | Use Export Script |
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- | Yolo-X | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 10.695 ms | 2 - 132 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx) |
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- | Yolo-X | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 4.844 ms | 2 - 51 MB | NPU | Use Export Script |
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- | Yolo-X | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 12.031 ms | 2 - 83 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx) |
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- | Yolo-X | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 8.365 ms | 2 - 2 MB | NPU | Use Export Script |
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- | Yolo-X | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 15.226 ms | 8 - 8 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx) |
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- | Yolo-X | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.405 ms | 0 - 28 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 | 5.381 ms | 1 - 11 MB | NPU | Use Export Script |
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- | Yolo-X | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.154 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 | 2.884 ms | 1 - 46 MB | NPU | Use Export Script |
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- | Yolo-X | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.873 ms | 0 - 35 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 | 2.277 ms | 1 - 3 MB | NPU | Use Export Script |
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- | Yolo-X | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.265 ms | 0 - 29 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 | 2.642 ms | 1 - 13 MB | NPU | Use Export Script |
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- | Yolo-X | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 7.994 ms | 0 - 43 MB | NPU | [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 | 9.89 ms | 1 - 12 MB | NPU | Use Export Script |
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- | Yolo-X | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.405 ms | 0 - 28 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 | 5.381 ms | 1 - 11 MB | NPU | Use Export Script |
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- | Yolo-X | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.884 ms | 0 - 35 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 | 2.279 ms | 0 - 2 MB | NPU | Use Export Script |
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- | Yolo-X | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.187 ms | 0 - 30 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 | 3.595 ms | 1 - 18 MB | NPU | Use Export Script |
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- | Yolo-X | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.885 ms | 0 - 33 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 | 2.278 ms | 2 - 5 MB | NPU | Use Export Script |
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- | Yolo-X | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.265 ms | 0 - 29 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 | 2.642 ms | 1 - 13 MB | NPU | Use Export Script |
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- | Yolo-X | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.875 ms | 0 - 34 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 S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 2.29 ms | 1 - 13 MB | NPU | Use Export Script |
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- | Yolo-X | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 9.706 ms | 0 - 38 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx) |
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- | Yolo-X | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.876 ms | 0 - 48 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 | 1.538 ms | 1 - 43 MB | NPU | Use Export Script |
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- | Yolo-X | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 6.939 ms | 1 - 99 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx) |
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- | Yolo-X | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.636 ms | 0 - 30 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
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- | Yolo-X | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.296 ms | 1 - 38 MB | NPU | Use Export Script |
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- | Yolo-X | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 7.911 ms | 3 - 81 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx) |
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- | Yolo-X | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.594 ms | 1 - 1 MB | NPU | Use Export Script |
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- | Yolo-X | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.219 ms | 9 - 9 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx) |
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@@ -176,7 +176,7 @@ Profiling Results
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  Yolo-X
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 37.1
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  Estimated peak memory usage (MB): [0, 35]
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  Total # Ops : 310
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  Compute Unit(s) : npu (310 ops) gpu (0 ops) cpu (0 ops)
 
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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 | 37.265 ms | 0 - 35 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 | 31.392 ms | 4 - 61 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 | 20.684 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 | 17.939 ms | 5 - 47 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 | 14.607 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8.247 ms | 5 - 24 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
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+ | Yolo-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 16.955 ms | 0 - 35 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 | 11.293 ms | 0 - 59 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 | 37.265 ms | 0 - 35 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 | 31.392 ms | 4 - 61 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 | 14.402 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 | 8.267 ms | 5 - 20 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 | 21.884 ms | 0 - 40 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 | 14.898 ms | 2 - 38 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 | 14.641 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 8.267 ms | 5 - 20 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 | 16.955 ms | 0 - 35 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 | 11.293 ms | 0 - 59 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 S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 14.162 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 8.28 ms | 5 - 17 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
58
+ | Yolo-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 13.465 ms | 1 - 61 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx) |
59
+ | Yolo-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 9.901 ms | 0 - 46 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
60
+ | Yolo-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 5.99 ms | 5 - 75 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
61
+ | Yolo-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.362 ms | 7 - 154 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx) |
62
+ | Yolo-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 9.119 ms | 0 - 40 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.tflite) |
63
+ | Yolo-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 5.722 ms | 5 - 77 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
64
+ | Yolo-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 9.195 ms | 5 - 103 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx) |
65
+ | Yolo-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 9.596 ms | 2 - 2 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.dlc) |
66
+ | Yolo-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.386 ms | 15 - 15 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X.onnx) |
67
+ | Yolo-X | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 15.528 ms | 2 - 37 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
68
+ | Yolo-X | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.274 ms | 2 - 51 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
69
+ | Yolo-X | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 7.507 ms | 2 - 17 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
70
+ | Yolo-X | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 8.145 ms | 2 - 37 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
71
+ | Yolo-X | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 26.414 ms | 0 - 40 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
72
+ | Yolo-X | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 15.528 ms | 2 - 37 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
73
+ | Yolo-X | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 7.511 ms | 2 - 13 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
74
+ | Yolo-X | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 9.837 ms | 0 - 37 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
75
+ | Yolo-X | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 7.508 ms | 2 - 14 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
76
+ | Yolo-X | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 8.145 ms | 2 - 37 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
77
+ | Yolo-X | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 7.521 ms | 2 - 14 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
78
+ | Yolo-X | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 14.5 ms | 2 - 43 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx) |
79
+ | Yolo-X | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 5.167 ms | 2 - 50 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
80
+ | Yolo-X | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 10.734 ms | 2 - 129 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx) |
81
+ | Yolo-X | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 4.839 ms | 2 - 52 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
82
+ | Yolo-X | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 11.242 ms | 0 - 81 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx) |
83
+ | Yolo-X | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 9.041 ms | 0 - 0 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
84
+ | Yolo-X | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 15.48 ms | 8 - 8 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx) |
85
+ | Yolo-X | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.403 ms | 0 - 28 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
86
+ | Yolo-X | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.427 ms | 1 - 33 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
87
+ | Yolo-X | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.156 ms | 0 - 47 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
88
+ | Yolo-X | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.816 ms | 1 - 45 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
89
+ | Yolo-X | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.828 ms | 0 - 35 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
90
+ | Yolo-X | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.295 ms | 1 - 12 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
91
+ | Yolo-X | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.258 ms | 0 - 29 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
92
+ | Yolo-X | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.655 ms | 1 - 34 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
93
+ | Yolo-X | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 8.206 ms | 0 - 45 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
94
+ | Yolo-X | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 9.922 ms | 1 - 41 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
95
+ | Yolo-X | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.403 ms | 0 - 28 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
96
+ | Yolo-X | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.427 ms | 1 - 33 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
97
+ | Yolo-X | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.89 ms | 0 - 35 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
98
+ | Yolo-X | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.289 ms | 1 - 12 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
99
+ | Yolo-X | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.192 ms | 0 - 32 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
100
+ | Yolo-X | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.568 ms | 1 - 36 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
101
+ | Yolo-X | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.834 ms | 0 - 6 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
102
+ | Yolo-X | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.291 ms | 1 - 13 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
103
+ | Yolo-X | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.258 ms | 0 - 29 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
104
+ | Yolo-X | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.655 ms | 1 - 34 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
105
+ | Yolo-X | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.874 ms | 0 - 35 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
106
+ | Yolo-X | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.314 ms | 1 - 12 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
107
+ | Yolo-X | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 9.442 ms | 0 - 39 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx) |
108
+ | Yolo-X | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.885 ms | 0 - 47 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
109
+ | Yolo-X | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.555 ms | 1 - 51 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
110
+ | Yolo-X | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.164 ms | 1 - 97 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx) |
111
+ | Yolo-X | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.624 ms | 0 - 34 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
112
+ | Yolo-X | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.298 ms | 1 - 38 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
113
+ | Yolo-X | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 7.88 ms | 1 - 79 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx) |
114
+ | Yolo-X | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.861 ms | 25 - 25 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
115
+ | Yolo-X | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.477 ms | 9 - 9 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx) |
116
 
117
 
118
 
 
176
  Yolo-X
177
  Device : cs_8275 (ANDROID 14)
178
  Runtime : TFLITE
179
+ Estimated inference time (ms) : 37.3
180
  Estimated peak memory usage (MB): [0, 35]
181
  Total # Ops : 310
182
  Compute Unit(s) : npu (310 ops) gpu (0 ops) cpu (0 ops)
Yolo-X.dlc ADDED
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