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Yolo-v3

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v0.50.2

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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

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  1. README.md +44 -44
README.md CHANGED
@@ -44,51 +44,51 @@ See our repository for [Yolo-v3 on GitHub](https://github.com/qualcomm/ai-hub-mo
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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-v3 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.814 ms | 0 - 150 MB | NPU
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- | Yolo-v3 | ONNX | float | Snapdragon® X2 Elite | 2.421 ms | 20 - 20 MB | NPU
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- | Yolo-v3 | ONNX | float | Snapdragon® X Elite | 4.187 ms | 19 - 19 MB | NPU
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- | Yolo-v3 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.235 ms | 2 - 171 MB | NPU
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- | Yolo-v3 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 3.994 ms | 0 - 45 MB | NPU
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- | Yolo-v3 | ONNX | float | Qualcomm® QCS9075 | 6.22 ms | 5 - 7 MB | NPU
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- | Yolo-v3 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.523 ms | 3 - 154 MB | NPU
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- | Yolo-v3 | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.39 ms | 0 - 56 MB | NPU
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- | Yolo-v3 | ONNX | w8a16 | Snapdragon® X2 Elite | 1.612 ms | 10 - 10 MB | NPU
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- | Yolo-v3 | ONNX | w8a16 | Snapdragon® X Elite | 4.016 ms | 10 - 10 MB | NPU
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- | Yolo-v3 | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.547 ms | 0 - 93 MB | NPU
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- | Yolo-v3 | ONNX | w8a16 | Qualcomm® QCS6490 | 530.455 ms | 213 - 218 MB | CPU
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- | Yolo-v3 | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.704 ms | 0 - 12 MB | NPU
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- | Yolo-v3 | ONNX | w8a16 | Qualcomm® QCS9075 | 4.006 ms | 2 - 5 MB | NPU
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- | Yolo-v3 | ONNX | w8a16 | Qualcomm® QCM6690 | 261.29 ms | 216 - 223 MB | CPU
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- | Yolo-v3 | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.884 ms | 0 - 53 MB | NPU
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- | Yolo-v3 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 232.941 ms | 215 - 222 MB | CPU
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- | Yolo-v3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.731 ms | 5 - 152 MB | NPU
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- | Yolo-v3 | QNN_DLC | float | Snapdragon® X2 Elite | 2.421 ms | 5 - 5 MB | NPU
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- | Yolo-v3 | QNN_DLC | float | Snapdragon® X Elite | 3.679 ms | 5 - 5 MB | NPU
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- | Yolo-v3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.73 ms | 0 - 159 MB | NPU
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- | Yolo-v3 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 20.096 ms | 0 - 143 MB | NPU
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- | Yolo-v3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.386 ms | 2 - 3 MB | NPU
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- | Yolo-v3 | QNN_DLC | float | Qualcomm® QCS9075 | 5.749 ms | 7 - 13 MB | NPU
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- | Yolo-v3 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.09 ms | 4 - 173 MB | NPU
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- | Yolo-v3 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.18 ms | 5 - 150 MB | NPU
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- | Yolo-v3 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.378 ms | 2 - 53 MB | NPU
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- | Yolo-v3 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.815 ms | 2 - 2 MB | NPU
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- | Yolo-v3 | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.07 ms | 2 - 2 MB | NPU
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- | Yolo-v3 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.574 ms | 2 - 81 MB | NPU
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- | Yolo-v3 | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 11.734 ms | 1 - 5 MB | NPU
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- | Yolo-v3 | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 9.23 ms | 1 - 46 MB | NPU
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- | Yolo-v3 | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.717 ms | 2 - 129 MB | NPU
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- | Yolo-v3 | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.949 ms | 2 - 6 MB | NPU
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- | Yolo-v3 | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 38.202 ms | 2 - 174 MB | NPU
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- | Yolo-v3 | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 4.368 ms | 2 - 79 MB | NPU
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- | Yolo-v3 | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.898 ms | 2 - 55 MB | NPU
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- | Yolo-v3 | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.716 ms | 2 - 174 MB | NPU
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- | Yolo-v3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.513 ms | 0 - 148 MB | NPU
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- | Yolo-v3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.691 ms | 0 - 187 MB | NPU
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- | Yolo-v3 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 19.965 ms | 0 - 146 MB | NPU
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- | Yolo-v3 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.308 ms | 0 - 1 MB | NPU
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  | Yolo-v3 | TFLITE | float | Qualcomm® QCS9075 | 5.666 ms | 0 - 30 MB | NPU
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- | Yolo-v3 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 9.893 ms | 0 - 192 MB | NPU
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- | Yolo-v3 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.132 ms | 0 - 148 MB | NPU
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  ## License
94
  * The license for the original implementation of Yolo-v3 can be found
 
44
  ## Performance Summary
45
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
46
  |---|---|---|---|---|---|---
47
+ | Yolo-v3 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.813 ms | 0 - 150 MB | NPU
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+ | Yolo-v3 | ONNX | float | Snapdragon® X2 Elite | 2.418 ms | 20 - 20 MB | NPU
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+ | Yolo-v3 | ONNX | float | Snapdragon® X Elite | 4.232 ms | 19 - 19 MB | NPU
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+ | Yolo-v3 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.245 ms | 2 - 175 MB | NPU
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+ | Yolo-v3 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 3.994 ms | 0 - 21 MB | NPU
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+ | Yolo-v3 | ONNX | float | Qualcomm® QCS9075 | 6.223 ms | 5 - 7 MB | NPU
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+ | Yolo-v3 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.533 ms | 0 - 146 MB | NPU
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+ | Yolo-v3 | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.391 ms | 0 - 54 MB | NPU
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+ | Yolo-v3 | ONNX | w8a16 | Snapdragon® X2 Elite | 1.615 ms | 10 - 10 MB | NPU
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+ | Yolo-v3 | ONNX | w8a16 | Snapdragon® X Elite | 3.996 ms | 10 - 10 MB | NPU
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+ | Yolo-v3 | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.52 ms | 0 - 93 MB | NPU
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+ | Yolo-v3 | ONNX | w8a16 | Qualcomm® QCS6490 | 526.758 ms | 211 - 217 MB | CPU
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+ | Yolo-v3 | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.692 ms | 0 - 12 MB | NPU
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+ | Yolo-v3 | ONNX | w8a16 | Qualcomm® QCS9075 | 4.01 ms | 2 - 5 MB | NPU
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+ | Yolo-v3 | ONNX | w8a16 | Qualcomm® QCM6690 | 260.573 ms | 215 - 221 MB | CPU
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+ | Yolo-v3 | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.884 ms | 0 - 54 MB | NPU
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+ | Yolo-v3 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 237.021 ms | 214 - 221 MB | CPU
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+ | Yolo-v3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.733 ms | 4 - 151 MB | NPU
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+ | Yolo-v3 | QNN_DLC | float | Snapdragon® X2 Elite | 2.45 ms | 5 - 5 MB | NPU
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+ | Yolo-v3 | QNN_DLC | float | Snapdragon® X Elite | 3.697 ms | 5 - 5 MB | NPU
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+ | Yolo-v3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.74 ms | 0 - 159 MB | NPU
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+ | Yolo-v3 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 20.094 ms | 0 - 143 MB | NPU
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+ | Yolo-v3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.405 ms | 3 - 5 MB | NPU
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+ | Yolo-v3 | QNN_DLC | float | Qualcomm® QCS9075 | 5.764 ms | 5 - 11 MB | NPU
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+ | Yolo-v3 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.055 ms | 4 - 173 MB | NPU
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+ | Yolo-v3 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.162 ms | 5 - 151 MB | NPU
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+ | Yolo-v3 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.375 ms | 2 - 53 MB | NPU
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+ | Yolo-v3 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.785 ms | 2 - 2 MB | NPU
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+ | Yolo-v3 | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.068 ms | 2 - 2 MB | NPU
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+ | Yolo-v3 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.564 ms | 36 - 111 MB | NPU
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+ | Yolo-v3 | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 11.473 ms | 1 - 5 MB | NPU
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+ | Yolo-v3 | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 9.22 ms | 0 - 45 MB | NPU
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+ | Yolo-v3 | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.708 ms | 2 - 4 MB | NPU
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+ | Yolo-v3 | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.932 ms | 1 - 5 MB | NPU
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+ | Yolo-v3 | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 36.646 ms | 2 - 174 MB | NPU
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+ | Yolo-v3 | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 4.347 ms | 2 - 79 MB | NPU
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+ | Yolo-v3 | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.904 ms | 2 - 51 MB | NPU
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+ | Yolo-v3 | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.742 ms | 2 - 174 MB | NPU
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+ | Yolo-v3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.518 ms | 0 - 148 MB | NPU
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+ | Yolo-v3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.685 ms | 0 - 187 MB | NPU
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+ | Yolo-v3 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 19.981 ms | 0 - 146 MB | NPU
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+ | Yolo-v3 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.213 ms | 0 - 2 MB | NPU
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  | Yolo-v3 | TFLITE | float | Qualcomm® QCS9075 | 5.666 ms | 0 - 30 MB | NPU
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+ | Yolo-v3 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 9.907 ms | 0 - 192 MB | NPU
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+ | Yolo-v3 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.127 ms | 0 - 149 MB | NPU
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  ## License
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  * The license for the original implementation of Yolo-v3 can be found