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Yolo-R

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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

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  1. README.md +32 -42
README.md CHANGED
@@ -43,48 +43,38 @@ 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 | 26.831 ms | 6 - 317 MB | NPU
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- | Yolo-R | ONNX | float | Snapdragon® X2 Elite | 26.317 ms | 75 - 75 MB | NPU
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- | Yolo-R | ONNX | float | Snapdragon® X Elite | 58.027 ms | 74 - 74 MB | NPU
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- | Yolo-R | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 42.086 ms | 3 - 350 MB | NPU
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- | Yolo-R | ONNX | float | Qualcomm® QCS8550 (Proxy) | 55.271 ms | 0 - 79 MB | NPU
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- | Yolo-R | ONNX | float | Qualcomm® QCS9075 | 52.914 ms | 5 - 12 MB | NPU
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- | Yolo-R | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 37.053 ms | 3 - 225 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 18.077 ms | 3 - 437 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® X2 Elite | 18.366 ms | 41 - 41 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® X Elite | 30.452 ms | 40 - 40 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 21.1 ms | 0 - 484 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Qualcomm® QCS6490 | 2312.799 ms | 127 - 140 MB | CPU
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- | Yolo-R | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 29.569 ms | 0 - 50 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Qualcomm® QCS9075 | 29.381 ms | 1 - 6 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Qualcomm® QCM6690 | 1175.834 ms | 131 - 148 MB | CPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 17.133 ms | 1 - 372 MB | NPU
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- | Yolo-R | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1121.546 ms | 132 - 144 MB | CPU
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- | Yolo-R | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 14.056 ms | 5 - 296 MB | NPU
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- | Yolo-R | QNN_DLC | float | Snapdragon® X2 Elite | 15.16 ms | 5 - 5 MB | NPU
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- | Yolo-R | QNN_DLC | float | Snapdragon® X Elite | 29.373 ms | 5 - 5 MB | NPU
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- | Yolo-R | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 22.716 ms | 5 - 324 MB | NPU
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- | Yolo-R | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 100.159 ms | 0 - 252 MB | NPU
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- | Yolo-R | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 29.704 ms | 5 - 7 MB | NPU
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- | Yolo-R | QNN_DLC | float | Qualcomm® SA8775P | 36.154 ms | 1 - 260 MB | NPU
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- | Yolo-R | QNN_DLC | float | Qualcomm® QCS9075 | 37.31 ms | 5 - 11 MB | NPU
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- | Yolo-R | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 49.96 ms | 5 - 377 MB | NPU
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- | Yolo-R | QNN_DLC | float | Qualcomm® SA7255P | 100.159 ms | 0 - 252 MB | NPU
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- | Yolo-R | QNN_DLC | float | Qualcomm® SA8295P | 44.027 ms | 0 - 306 MB | NPU
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- | Yolo-R | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.433 ms | 0 - 229 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 7.29 ms | 2 - 303 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 8.333 ms | 2 - 2 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X Elite | 18.972 ms | 2 - 2 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 12.307 ms | 0 - 368 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 77.531 ms | 1 - 5 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 18.378 ms | 2 - 4 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 18.336 ms | 0 - 289 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 20.48 ms | 0 - 5 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 234.681 ms | 2 - 400 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 24.66 ms | 2 - 369 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8295P | 23.548 ms | 0 - 291 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.839 ms | 2 - 301 MB | NPU
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- | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 26.209 ms | 2 - 312 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® 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 | 7.405 ms | 2 - 304 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 8.495 ms | 2 - 2 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® X Elite | 19.71 ms | 2 - 2 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 12.53 ms | 2 - 359 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 78.591 ms | 1 - 6 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 37.793 ms | 1 - 290 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.022 ms | 2 - 5 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.005 ms | 1 - 290 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 19.439 ms | 2 - 6 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 219.17 ms | 2 - 399 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 24.834 ms | 2 - 359 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA7255P | 37.793 ms | 1 - 290 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Qualcomm® SA8295P | 24.351 ms | 0 - 292 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.608 ms | 2 - 305 MB | NPU
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+ | Yolo-R | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 26.925 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