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Yolo-R

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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

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  1. README.md +40 -40
README.md CHANGED
@@ -43,46 +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 | 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
 
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  ## Performance Summary
44
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
45
  |---|---|---|---|---|---|---
46
+ | Yolo-R | ONNX | float | Snapdragon® X2 Elite | 26.281 ms | 208 - 208 MB | NPU
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+ | Yolo-R | ONNX | float | Snapdragon® X Elite | 48.569 ms | 144 - 144 MB | NPU
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+ | Yolo-R | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 37.375 ms | 6 - 325 MB | NPU
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+ | Yolo-R | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 62.973 ms | 6 - 374 MB | NPU
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+ | Yolo-R | ONNX | float | Qualcomm® QCS8550 (Proxy) | 48.26 ms | 0 - 80 MB | NPU
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+ | Yolo-R | ONNX | float | Qualcomm® QCS8450 | 62.973 ms | 6 - 374 MB | NPU
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+ | Yolo-R | ONNX | float | Snapdragon® 8 Elite Mobile | 27.253 ms | 1 - 231 MB | NPU
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+ | Yolo-R | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 26.587 ms | 2 - 292 MB | NPU
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+ | Yolo-R | ONNX | float | Qualcomm® QCS9075 | 54.75 ms | 5 - 50 MB | NPU
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+ | Yolo-R | ONNX | float | Qualcomm® QCS8750 | 27.253 ms | 1 - 231 MB | NPU
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+ | Yolo-R | ONNX | float | Qualcomm® QCS7181 | 48.569 ms | 144 - 144 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Snapdragon® X2 Elite | 18.191 ms | 179 - 179 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Snapdragon® X Elite | 30.065 ms | 148 - 148 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 20.838 ms | 0 - 448 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 38.253 ms | 4 - 452 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 28.747 ms | 0 - 53 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Qualcomm® QCS8450 | 38.253 ms | 4 - 452 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Qualcomm® QCS9075 | 29.573 ms | 2 - 48 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 17.801 ms | 1 - 421 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 17.071 ms | 1 - 365 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Qualcomm® QCS8750 | 17.071 ms | 1 - 365 MB | NPU
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+ | Yolo-R | ONNX | w8a16 | Qualcomm® QCS7181 | 30.065 ms | 148 - 148 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 8.757 ms | 2 - 2 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X Elite | 20.361 ms | 2 - 2 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.118 ms | 2 - 358 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 27.847 ms | 2 - 359 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 74.958 ms | 2 - 7 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 39.545 ms | 1 - 293 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.601 ms | 2 - 5 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 27.847 ms | 2 - 359 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 20.366 ms | 2 - 7 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 7.717 ms | 2 - 311 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 9.815 ms | 2 - 305 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8295P | 25.044 ms | 0 - 294 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 25.938 ms | 2 - 312 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA7255P | 39.545 ms | 1 - 293 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 222.028 ms | 2 - 398 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 25.938 ms | 2 - 312 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 9.815 ms | 2 - 305 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 20.361 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