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Yolo-R

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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

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  1. README.md +42 -32
README.md CHANGED
@@ -43,38 +43,48 @@ 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 | 26.343 ms | 6 - 319 MB | NPU
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- | Yolo-R | ONNX | float | Snapdragon® X2 Elite | 26.224 ms | 75 - 75 MB | NPU
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- | Yolo-R | ONNX | float | Snapdragon® X Elite | 57.522 ms | 74 - 74 MB | NPU
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- | Yolo-R | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 41.782 ms | 6 - 354 MB | NPU
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- | Yolo-R | ONNX | float | Qualcomm® QCS8550 (Proxy) | 56.982 ms | 0 - 78 MB | NPU
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- | Yolo-R | ONNX | float | Qualcomm® QCS9075 | 53.039 ms | 5 - 12 MB | NPU
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- | Yolo-R | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 37.163 ms | 3 - 225 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 18.148 ms | 3 - 452 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® X2 Elite | 18.5 ms | 41 - 41 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® X Elite | 30.453 ms | 40 - 40 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 20.928 ms | 1 - 492 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Qualcomm® QCS6490 | 2287.238 ms | 128 - 134 MB | CPU
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- | Yolo-R | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 29.168 ms | 0 - 50 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Qualcomm® QCS9075 | 29.396 ms | 1 - 6 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Qualcomm® QCM6690 | 1176.44 ms | 102 - 115 MB | CPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 17.376 ms | 1 - 355 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1118.179 ms | 128 - 141 MB | CPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 7.394 ms | 2 - 304 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 8.458 ms | 2 - 2 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X Elite | 19.7 ms | 2 - 2 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 12.489 ms | 0 - 354 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 78.838 ms | 2 - 7 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 37.822 ms | 1 - 289 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.007 ms | 2 - 5 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 18.971 ms | 1 - 289 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 19.787 ms | 1 - 5 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 220.184 ms | 2 - 400 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 24.744 ms | 2 - 359 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA7255P | 37.822 ms | 1 - 289 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8295P | 24.367 ms | 0 - 292 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.605 ms | 2 - 303 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 26.657 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 | 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 | Qualcomm® QCS9075 | 52.16 ms | 5 - 12 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 | 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 | Qualcomm® QCS9075 | 29.698 ms | 1 - 6 MB | NPU
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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 | 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 | 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 | 7.916 ms | 2 - 305 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 10.167 ms | 2 - 304 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 8.914 ms | 2 - 2 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X Elite | 20.753 ms | 2 - 2 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X Elite | 20.753 ms | 2 - 2 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.32 ms | 2 - 356 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 78.992 ms | 1 - 6 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 39.816 ms | 2 - 291 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.887 ms | 2 - 272 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.89 ms | 2 - 291 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.89 ms | 2 - 291 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.89 ms | 2 - 291 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 20.74 ms | 1 - 6 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 214.15 ms | 2 - 400 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 28.632 ms | 2 - 358 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA7255P | 39.816 ms | 2 - 291 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8295P | 25.586 ms | 0 - 293 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 10.167 ms | 2 - 304 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 26.722 ms | 2 - 318 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 26.722 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