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3D-Deep-BOX

Object Detection
PyTorch
real_time
android
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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.

Files changed (2) hide show
  1. README.md +104 -108
  2. release_assets.json +1 -1
README.md CHANGED
@@ -28,11 +28,11 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.50.1/deepbox-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.50.1/deepbox-onnx-w8a16.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.50.1/deepbox-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.50.1/deepbox-qnn_dlc-w8a16.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.50.1/deepbox-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[3D-Deep-BOX on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deepbox)**.
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@@ -64,114 +64,110 @@ See our repository for [3D-Deep-BOX on GitHub](https://github.com/qualcomm/ai-hu
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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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- | vgg_3d_detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.438 ms | 0 - 197 MB | NPU
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- | vgg_3d_detection | ONNX | float | Snapdragon® X2 Elite | 2.603 ms | 88 - 88 MB | NPU
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- | vgg_3d_detection | ONNX | float | Snapdragon® X Elite | 5.004 ms | 88 - 88 MB | NPU
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- | vgg_3d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.758 ms | 0 - 216 MB | NPU
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- | vgg_3d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.884 ms | 0 - 114 MB | NPU
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- | vgg_3d_detection | ONNX | float | Qualcomm® QCS9075 | 8.883 ms | 0 - 4 MB | NPU
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- | vgg_3d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.037 ms | 0 - 199 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.404 ms | 0 - 30 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 1.65 ms | 44 - 44 MB | NPU
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  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® X Elite | 2.844 ms | 44 - 44 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.082 ms | 0 - 73 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 845.883 ms | 157 - 188 MB | CPU
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- | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.675 ms | 0 - 54 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.798 ms | 0 - 3 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 403.095 ms | 88 - 94 MB | CPU
82
- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.703 ms | 0 - 29 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 384.38 ms | 196 - 203 MB | CPU
84
- | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.481 ms | 1 - 200 MB | NPU
85
- | vgg_3d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.816 ms | 1 - 1 MB | NPU
86
- | vgg_3d_detection | QNN_DLC | float | Snapdragon® X Elite | 5.259 ms | 1 - 1 MB | NPU
87
- | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.898 ms | 0 - 214 MB | NPU
88
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 33.446 ms | 1 - 198 MB | NPU
89
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.129 ms | 1 - 2 MB | NPU
90
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8775P | 9.261 ms | 1 - 200 MB | NPU
91
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 9.121 ms | 1 - 3 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.049 ms | 0 - 214 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA7255P | 33.446 ms | 1 - 198 MB | NPU
94
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8295P | 10.235 ms | 1 - 200 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.107 ms | 0 - 199 MB | NPU
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  | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.378 ms | 0 - 30 MB | NPU
97
- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.766 ms | 0 - 0 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.863 ms | 0 - 0 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.088 ms | 0 - 69 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 13.393 ms | 2 - 4 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 9.515 ms | 0 - 25 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.699 ms | 0 - 2 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.939 ms | 0 - 28 MB | NPU
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  | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.185 ms | 0 - 2 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 54.261 ms | 0 - 165 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 3.763 ms | 0 - 70 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 9.515 ms | 0 - 25 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 5.23 ms | 0 - 23 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.683 ms | 0 - 30 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.365 ms | 0 - 162 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.489 ms | 0 - 202 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.88 ms | 0 - 266 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 33.472 ms | 0 - 201 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.135 ms | 0 - 2 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® SA8775P | 9.281 ms | 0 - 202 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® QCS9075 | 9.111 ms | 0 - 91 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.063 ms | 0 - 264 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® SA7255P | 33.472 ms | 0 - 201 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® SA8295P | 10.159 ms | 0 - 202 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.138 ms | 0 - 206 MB | NPU
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- | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.79 ms | 0 - 28 MB | NPU
122
- | yolo_2d_detection | ONNX | float | Snapdragon® X2 Elite | 0.895 ms | 22 - 22 MB | NPU
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- | yolo_2d_detection | ONNX | float | Snapdragon® X Elite | 1.558 ms | 22 - 22 MB | NPU
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- | yolo_2d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.118 ms | 0 - 42 MB | NPU
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- | yolo_2d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.428 ms | 0 - 148 MB | NPU
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- | yolo_2d_detection | ONNX | float | Qualcomm® QCS9075 | 2.237 ms | 2 - 4 MB | NPU
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- | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.948 ms | 0 - 22 MB | NPU
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  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.594 ms | 0 - 39 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.648 ms | 12 - 12 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® X Elite | 1.611 ms | 11 - 11 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.99 ms | 0 - 64 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 191.804 ms | 85 - 92 MB | CPU
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- | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.419 ms | 0 - 13 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.584 ms | 0 - 3 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 97.106 ms | 86 - 92 MB | CPU
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- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.755 ms | 0 - 39 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 84.233 ms | 84 - 91 MB | CPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.705 ms | 2 - 26 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.957 ms | 2 - 2 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® X Elite | 1.486 ms | 2 - 2 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.062 ms | 0 - 32 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.585 ms | 2 - 23 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.389 ms | 2 - 4 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8775P | 2.257 ms | 1 - 26 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 2.185 ms | 2 - 5 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.857 ms | 1 - 41 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA7255P | 7.585 ms | 2 - 23 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8295P | 3.623 ms | 0 - 23 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.837 ms | 2 - 26 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.561 ms | 1 - 34 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.757 ms | 1 - 1 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.595 ms | 1 - 1 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.999 ms | 0 - 56 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 4.289 ms | 1 - 3 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.646 ms | 1 - 31 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.399 ms | 1 - 116 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.595 ms | 1 - 32 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.538 ms | 3 - 5 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 13.231 ms | 1 - 156 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.729 ms | 0 - 57 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.646 ms | 1 - 31 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.25 ms | 1 - 28 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.737 ms | 1 - 29 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.73 ms | 1 - 42 MB | NPU
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  | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.697 ms | 0 - 27 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.055 ms | 0 - 59 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.528 ms | 0 - 24 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.275 ms | 0 - 3 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® SA8775P | 2.191 ms | 0 - 28 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® QCS9075 | 2.111 ms | 0 - 27 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.83 ms | 0 - 67 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® SA7255P | 7.528 ms | 0 - 24 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® SA8295P | 3.569 ms | 0 - 25 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.836 ms | 0 - 29 MB | NPU
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  ## License
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  * The license for the original implementation of 3D-Deep-BOX can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.50.2/deepbox-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.50.2/deepbox-onnx-w8a16.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.50.2/deepbox-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.50.2/deepbox-qnn_dlc-w8a16.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.50.2/deepbox-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[3D-Deep-BOX on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deepbox)**.
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  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
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+ | vgg_3d_detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.435 ms | 0 - 198 MB | NPU
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+ | vgg_3d_detection | ONNX | float | Snapdragon® X2 Elite | 2.602 ms | 88 - 88 MB | NPU
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+ | vgg_3d_detection | ONNX | float | Snapdragon® X Elite | 4.992 ms | 88 - 88 MB | NPU
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+ | vgg_3d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.752 ms | 0 - 215 MB | NPU
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+ | vgg_3d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.877 ms | 0 - 193 MB | NPU
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+ | vgg_3d_detection | ONNX | float | Qualcomm® QCS9075 | 8.889 ms | 0 - 4 MB | NPU
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+ | vgg_3d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.009 ms | 0 - 198 MB | NPU
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+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.395 ms | 0 - 30 MB | NPU
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+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 3.202 ms | 44 - 44 MB | NPU
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  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® X Elite | 2.844 ms | 44 - 44 MB | NPU
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+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.069 ms | 0 - 67 MB | NPU
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+ | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 847.267 ms | 141 - 173 MB | CPU
79
+ | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.676 ms | 0 - 54 MB | NPU
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+ | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.799 ms | 0 - 3 MB | NPU
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+ | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 401.435 ms | 93 - 100 MB | CPU
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+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.712 ms | 0 - 30 MB | NPU
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+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 363.52 ms | 148 - 155 MB | CPU
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+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.485 ms | 0 - 200 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.801 ms | 1 - 1 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® X Elite | 5.249 ms | 1 - 1 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.9 ms | 0 - 217 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 33.433 ms | 1 - 198 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.134 ms | 1 - 2 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8775P | 9.257 ms | 1 - 199 MB | NPU
91
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 9.12 ms | 1 - 3 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.051 ms | 1 - 215 MB | NPU
93
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA7255P | 33.433 ms | 1 - 198 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8295P | 10.235 ms | 1 - 201 MB | NPU
95
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.137 ms | 1 - 200 MB | NPU
96
  | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.378 ms | 0 - 30 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.747 ms | 0 - 0 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.866 ms | 0 - 0 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.095 ms | 0 - 66 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 13.131 ms | 0 - 2 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.703 ms | 0 - 124 MB | NPU
102
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.952 ms | 0 - 28 MB | NPU
 
103
  | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.185 ms | 0 - 2 MB | NPU
104
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 49.598 ms | 0 - 165 MB | NPU
105
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 3.762 ms | 0 - 70 MB | NPU
106
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 5.225 ms | 0 - 22 MB | NPU
107
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.694 ms | 0 - 29 MB | NPU
108
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.368 ms | 0 - 161 MB | NPU
109
+ | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.485 ms | 0 - 202 MB | NPU
110
+ | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.883 ms | 0 - 265 MB | NPU
111
+ | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 361.656 ms | 1 - 9 MB | CPU
112
+ | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.113 ms | 0 - 3 MB | NPU
113
+ | vgg_3d_detection | TFLITE | float | Qualcomm® SA8775P | 9.283 ms | 0 - 201 MB | NPU
114
+ | vgg_3d_detection | TFLITE | float | Qualcomm® QCS9075 | 9.122 ms | 0 - 91 MB | NPU
115
+ | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.059 ms | 0 - 265 MB | NPU
116
+ | vgg_3d_detection | TFLITE | float | Qualcomm® SA7255P | 361.656 ms | 1 - 9 MB | CPU
117
+ | vgg_3d_detection | TFLITE | float | Qualcomm® SA8295P | 10.126 ms | 0 - 204 MB | NPU
118
+ | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.123 ms | 0 - 201 MB | NPU
119
+ | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.791 ms | 0 - 27 MB | NPU
120
+ | yolo_2d_detection | ONNX | float | Snapdragon® X2 Elite | 0.905 ms | 22 - 22 MB | NPU
121
+ | yolo_2d_detection | ONNX | float | Snapdragon® X Elite | 1.582 ms | 22 - 22 MB | NPU
122
+ | yolo_2d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.109 ms | 1 - 37 MB | NPU
123
+ | yolo_2d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.429 ms | 0 - 24 MB | NPU
124
+ | yolo_2d_detection | ONNX | float | Qualcomm® QCS9075 | 2.229 ms | 2 - 4 MB | NPU
125
+ | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.955 ms | 1 - 24 MB | NPU
 
126
  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.594 ms | 0 - 39 MB | NPU
127
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.639 ms | 12 - 12 MB | NPU
128
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® X Elite | 1.623 ms | 11 - 11 MB | NPU
129
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.978 ms | 0 - 61 MB | NPU
130
+ | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 193.242 ms | 87 - 93 MB | CPU
131
+ | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.425 ms | 0 - 135 MB | NPU
132
+ | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.585 ms | 0 - 3 MB | NPU
133
+ | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 96.794 ms | 85 - 92 MB | CPU
134
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.75 ms | 0 - 39 MB | NPU
135
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 83.064 ms | 85 - 92 MB | CPU
136
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.703 ms | 2 - 26 MB | NPU
137
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 1.01 ms | 2 - 2 MB | NPU
138
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® X Elite | 1.48 ms | 2 - 2 MB | NPU
139
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.074 ms | 0 - 32 MB | NPU
140
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.558 ms | 2 - 24 MB | NPU
141
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.359 ms | 2 - 3 MB | NPU
142
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8775P | 2.256 ms | 1 - 26 MB | NPU
143
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 2.182 ms | 2 - 5 MB | NPU
144
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.856 ms | 0 - 40 MB | NPU
145
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA7255P | 7.558 ms | 2 - 24 MB | NPU
146
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8295P | 3.64 ms | 2 - 25 MB | NPU
147
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.835 ms | 0 - 24 MB | NPU
148
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.559 ms | 1 - 34 MB | NPU
149
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.758 ms | 1 - 1 MB | NPU
150
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.607 ms | 1 - 1 MB | NPU
151
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.995 ms | 0 - 56 MB | NPU
152
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 4.257 ms | 2 - 5 MB | NPU
153
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.402 ms | 1 - 3 MB | NPU
154
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.598 ms | 1 - 32 MB | NPU
155
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.536 ms | 3 - 5 MB | NPU
156
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 12.977 ms | 1 - 156 MB | NPU
157
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.705 ms | 1 - 58 MB | NPU
158
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.229 ms | 0 - 28 MB | NPU
159
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.741 ms | 0 - 34 MB | NPU
160
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.715 ms | 1 - 41 MB | NPU
 
 
161
  | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.697 ms | 0 - 27 MB | NPU
162
+ | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.068 ms | 0 - 66 MB | NPU
163
+ | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.547 ms | 0 - 25 MB | NPU
164
+ | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.281 ms | 0 - 3 MB | NPU
165
+ | yolo_2d_detection | TFLITE | float | Qualcomm® SA8775P | 2.23 ms | 0 - 28 MB | NPU
166
+ | yolo_2d_detection | TFLITE | float | Qualcomm® QCS9075 | 2.12 ms | 0 - 27 MB | NPU
167
+ | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.844 ms | 0 - 67 MB | NPU
168
+ | yolo_2d_detection | TFLITE | float | Qualcomm® SA7255P | 7.547 ms | 0 - 25 MB | NPU
169
+ | yolo_2d_detection | TFLITE | float | Qualcomm® SA8295P | 3.597 ms | 0 - 25 MB | NPU
170
+ | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.834 ms | 0 - 23 MB | NPU
171
 
172
  ## License
173
  * The license for the original implementation of 3D-Deep-BOX can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
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1
+ {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.50.2/deepbox-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.50.2/deepbox-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.50.2/deepbox-tflite-float.zip"}}},"w8a16":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.50.2/deepbox-onnx-w8a16.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.50.2/deepbox-qnn_dlc-w8a16.zip"}}}}}