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Yolo-R

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v0.55.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.

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  1. README.md +40 -41
README.md CHANGED
@@ -43,47 +43,46 @@ See our repository for [Yolo-R on GitHub](https://github.com/qualcomm/ai-hub-mod
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | Yolo-R | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 24.445 ms | 6 - 316 MB | NPU
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- | Yolo-R | ONNX | float | Snapdragon® 8 Elite Mobile | 25.096 ms | 2 - 232 MB | NPU
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- | Yolo-R | ONNX | float | Snapdragon® X2 Elite | 24.767 ms | 75 - 75 MB | NPU
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- | Yolo-R | ONNX | float | Snapdragon® X Elite | 38.214 ms | 74 - 74 MB | NPU
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- | Yolo-R | ONNX | float | Snapdragon® X Elite | 38.214 ms | 74 - 74 MB | NPU
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- | Yolo-R | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 28.964 ms | 0 - 341 MB | NPU
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- | Yolo-R | ONNX | float | Qualcomm® QCS8550 (Proxy) | 38.039 ms | 0 - 78 MB | NPU
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- | Yolo-R | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.096 ms | 2 - 232 MB | NPU
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- | Yolo-R | ONNX | float | Qualcomm® QCS9075 | 52.16 ms | 5 - 12 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 18.066 ms | 3 - 452 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 17.404 ms | 1 - 366 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® X2 Elite | 18.504 ms | 41 - 41 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® X Elite | 30.398 ms | 40 - 40 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® X Elite | 30.398 ms | 40 - 40 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 20.837 ms | 0 - 492 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Qualcomm® QCS6490 | 2272.484 ms | 129 - 135 MB | CPU
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- | Yolo-R | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 29.064 ms | 0 - 49 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 17.404 ms | 1 - 366 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1120.199 ms | 136 - 148 MB | CPU
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- | Yolo-R | ONNX | w8a16 | Qualcomm® QCM6690 | 1177.534 ms | 91 - 103 MB | CPU
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- | Yolo-R | ONNX | w8a16 | Qualcomm® QCS9075 | 29.698 ms | 1 - 6 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1120.199 ms | 136 - 148 MB | CPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 7.936 ms | 2 - 305 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 10.159 ms | 2 - 304 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 8.938 ms | 2 - 2 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X Elite | 20.784 ms | 2 - 2 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X Elite | 20.784 ms | 2 - 2 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.303 ms | 2 - 357 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 78.349 ms | 3 - 8 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.626 ms | 2 - 5 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.948 ms | 1 - 291 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.948 ms | 1 - 291 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.948 ms | 1 - 291 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA7255P | 39.784 ms | 1 - 291 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 10.159 ms | 2 - 304 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 26.664 ms | 2 - 318 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 208.88 ms | 2 - 400 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8295P | 25.619 ms | 0 - 293 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 20.766 ms | 1 - 5 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 28.706 ms | 2 - 360 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 26.664 ms | 2 - 318 MB | NPU
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  ## License
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  * The license for the original implementation of Yolo-R can be found
 
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
45
  |---|---|---|---|---|---|---
46
+ | Yolo-R | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 25.358 ms | 6 - 314 MB | NPU
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+ | Yolo-R | ONNX | float | Snapdragon® X2 Elite | 24.773 ms | 207 - 207 MB | NPU
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+ | Yolo-R | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 29.356 ms | 6 - 352 MB | NPU
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+ | Yolo-R | ONNX | float | Qualcomm® QCS8550 (Proxy) | 37.862 ms | 0 - 92 MB | NPU
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+ | Yolo-R | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.289 ms | 2 - 231 MB | NPU
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+ | Yolo-R | ONNX | float | Qualcomm® QCS9075 | 51.735 ms | 5 - 50 MB | NPU
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+ | Yolo-R | ONNX | float | Qualcomm® QCS8750 | 25.289 ms | 2 - 231 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 18.087 ms | 3 - 454 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Snapdragon® X2 Elite | 18.509 ms | 210 - 210 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Snapdragon® X Elite | 30.372 ms | 153 - 153 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 20.937 ms | 3 - 501 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Qualcomm® QCS6490 | 2274.876 ms | 130 - 136 MB | CPU
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+ | Yolo-R | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 29.093 ms | 0 - 62 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Qualcomm® QCM6690 | 1171.766 ms | 68 - 81 MB | CPU
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+ | Yolo-R | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1122.444 ms | 123 - 136 MB | CPU
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+ | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 17.392 ms | 1 - 368 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Qualcomm® QCS9075 | 29.118 ms | 2 - 47 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Qualcomm® QCS7790 | 1122.444 ms | 123 - 136 MB | CPU
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+ | Yolo-R | ONNX | w8a16 | Qualcomm® QCS8750 | 17.392 ms | 1 - 368 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Qualcomm® QCS7181 | 30.372 ms | 153 - 153 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 7.704 ms | 2 - 306 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 8.714 ms | 2 - 2 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X Elite | 20.344 ms | 2 - 2 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.111 ms | 2 - 358 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 75.364 ms | 3 - 7 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 39.54 ms | 0 - 292 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.503 ms | 2 - 5 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.626 ms | 2 - 292 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8650P | 19.626 ms | 2 - 292 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8255P | 19.626 ms | 2 - 292 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 210.094 ms | 2 - 398 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA7255P | 39.54 ms | 0 - 292 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 25.896 ms | 2 - 311 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8295P | 25.065 ms | 0 - 294 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.831 ms | 2 - 305 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 20.36 ms | 1 - 5 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 28.206 ms | 2 - 358 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 25.896 ms | 2 - 311 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 9.831 ms | 2 - 305 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 20.344 ms | 2 - 2 MB | NPU
 
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  ## License
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  * The license for the original implementation of Yolo-R can be found