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v0.32.0

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See https://github.com/quic/ai-hub-models/releases/v0.32.0 for changelog.

Files changed (10) hide show
  1. .gitattributes +1 -0
  2. DEPLOYMENT_MODEL_LICENSE.pdf +3 -0
  3. LICENSE +2 -0
  4. README.md +55 -53
  5. Yolo-X.onnx +2 -2
  6. Yolo-X_w8a16.dlc +2 -2
  7. Yolo-X_w8a16.onnx +2 -2
  8. Yolo-X_w8a8.dlc +2 -2
  9. Yolo-X_w8a8.onnx +2 -2
  10. Yolo-X_w8a8.tflite +1 -1
.gitattributes CHANGED
@@ -38,3 +38,4 @@ 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
 
 
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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
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+ DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
DEPLOYMENT_MODEL_LICENSE.pdf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:4409f93b0e82531303b3e10f52f1fdfb56467a25f05b7441c6bbd8bb8a64b42c
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+ size 109629
LICENSE ADDED
@@ -0,0 +1,2 @@
 
 
 
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+ The license of the original trained model can be found at https://github.com/Megvii-BaseDetection/YOLOX/blob/main/LICENSE.
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+ The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
README.md CHANGED
@@ -31,7 +31,9 @@ More details on model performance across various devices, can be found
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  - Model checkpoint: YoloX Small
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  - Input resolution: 640x640
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  - Number of parameters: 8.98M
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- - Model size: 34.3 MB
 
 
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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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  |---|---|---|---|---|---|---|---|---|
@@ -55,64 +57,64 @@ More details on model performance across various devices, can be found
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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) |
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- | 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) |
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  | 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) |
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  | 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) |
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- | 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) |
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  | 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) |
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  | 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) |
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- | 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) |
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  | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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  | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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  - Model checkpoint: YoloX Small
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  - Input resolution: 640x640
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  - Number of parameters: 8.98M
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+ - Model size (float): 34.3 MB
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+ - Model size (w8a16): 9.53 MB
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+ - Model size (w8a8): 8.96 MB
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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 | 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) |
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+ | Yolo-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 13.344 ms | 0 - 67 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 | 9.901 ms | 0 - 46 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 | 5.99 ms | 5 - 75 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 | 9.245 ms | 0 - 151 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 | 9.119 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 | 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) |
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+ | Yolo-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 8.187 ms | 6 - 105 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_DLC | 9.596 ms | 2 - 2 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 | 13.403 ms | 14 - 14 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_DLC | 15.659 ms | 0 - 35 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 | 9.247 ms | 2 - 53 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
71
+ | Yolo-X | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 7.688 ms | 2 - 15 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
72
+ | Yolo-X | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 8.306 ms | 2 - 36 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
73
+ | Yolo-X | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 26.735 ms | 1 - 41 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
74
+ | Yolo-X | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 15.659 ms | 0 - 35 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
75
+ | Yolo-X | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 7.708 ms | 2 - 15 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
76
+ | Yolo-X | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 10.043 ms | 2 - 39 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
77
+ | Yolo-X | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 7.729 ms | 2 - 14 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
78
+ | Yolo-X | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 8.306 ms | 2 - 36 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
79
+ | Yolo-X | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 7.746 ms | 2 - 14 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
80
+ | Yolo-X | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 14.234 ms | 0 - 32 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx) |
81
+ | Yolo-X | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 5.123 ms | 2 - 55 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
82
+ | Yolo-X | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 10.764 ms | 2 - 124 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx) |
83
+ | Yolo-X | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 3.992 ms | 2 - 53 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
84
+ | Yolo-X | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 11.739 ms | 4 - 94 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx) |
85
+ | Yolo-X | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 8.936 ms | 0 - 0 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.dlc) |
86
+ | Yolo-X | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 15.478 ms | 8 - 8 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a16.onnx) |
87
+ | Yolo-X | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.439 ms | 0 - 28 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
88
+ | Yolo-X | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.44 ms | 1 - 32 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
89
+ | Yolo-X | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.217 ms | 0 - 51 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
90
+ | Yolo-X | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.841 ms | 1 - 47 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
91
+ | Yolo-X | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.888 ms | 0 - 35 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
92
+ | Yolo-X | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.283 ms | 1 - 12 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
93
+ | Yolo-X | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.284 ms | 0 - 28 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
94
+ | Yolo-X | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.693 ms | 1 - 34 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
95
+ | Yolo-X | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 8.353 ms | 0 - 39 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
96
+ | Yolo-X | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 9.599 ms | 1 - 40 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
97
+ | Yolo-X | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.439 ms | 0 - 28 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
98
+ | Yolo-X | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.44 ms | 1 - 32 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
99
+ | Yolo-X | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.891 ms | 0 - 34 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
100
+ | Yolo-X | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.284 ms | 1 - 12 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
101
+ | Yolo-X | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.186 ms | 0 - 34 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
102
+ | Yolo-X | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.601 ms | 1 - 35 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
103
+ | Yolo-X | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.874 ms | 0 - 35 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
104
  | 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) |
105
+ | Yolo-X | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.284 ms | 0 - 28 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
106
+ | Yolo-X | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.693 ms | 1 - 34 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 | TFLITE | 2.887 ms | 0 - 33 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
108
+ | Yolo-X | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.296 ms | 2 - 12 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
109
+ | Yolo-X | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 9.565 ms | 0 - 33 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx) |
110
+ | Yolo-X | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.906 ms | 0 - 48 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
111
+ | Yolo-X | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.573 ms | 1 - 49 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
112
+ | Yolo-X | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.18 ms | 1 - 122 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx) |
113
+ | Yolo-X | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.656 ms | 0 - 29 MB | NPU | [Yolo-X.tflite](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.tflite) |
114
+ | Yolo-X | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.309 ms | 1 - 39 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
115
+ | Yolo-X | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 7.713 ms | 1 - 75 MB | NPU | [Yolo-X.onnx](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.onnx) |
116
+ | Yolo-X | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.84 ms | 24 - 24 MB | NPU | [Yolo-X.dlc](https://huggingface.co/qualcomm/Yolo-X/blob/main/Yolo-X_w8a8.dlc) |
117
+ | 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) |
118
 
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