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3D-Deep-BOX

Object Detection
PyTorch
real_time
android
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v0.52.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (2) hide show
  1. README.md +108 -108
  2. release_assets.json +6 -6
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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.51.0/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/v0.51.0/deepbox-onnx-w8a16.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.51.0/deepbox-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.51.0/deepbox-qnn_dlc-w8a16.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.51.0/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 +64,114 @@ 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 | 2.437 ms | 1 - 198 MB | NPU
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- | vgg_3d_detection | ONNX | float | Snapdragon® X2 Elite | 2.619 ms | 88 - 88 MB | NPU
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- | vgg_3d_detection | ONNX | float | Snapdragon® X Elite | 4.997 ms | 88 - 88 MB | NPU
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- | vgg_3d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.755 ms | 0 - 213 MB | NPU
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- | vgg_3d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.875 ms | 0 - 97 MB | NPU
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- | vgg_3d_detection | ONNX | float | Qualcomm® QCS9075 | 8.887 ms | 0 - 4 MB | NPU
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- | vgg_3d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.055 ms | 0 - 199 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.394 ms | 0 - 30 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 1.655 ms | 44 - 44 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® X Elite | 2.841 ms | 44 - 44 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.083 ms | 0 - 67 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 844.428 ms | 118 - 150 MB | CPU
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- | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.67 ms | 0 - 50 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.8 ms | 0 - 3 MB | NPU
81
- | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 402.028 ms | 148 - 155 MB | CPU
82
- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.702 ms | 0 - 29 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 364.923 ms | 154 - 161 MB | CPU
84
- | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.484 ms | 0 - 199 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.828 ms | 1 - 1 MB | NPU
86
- | vgg_3d_detection | QNN_DLC | float | Snapdragon® X Elite | 5.294 ms | 1 - 1 MB | NPU
87
  | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.909 ms | 0 - 274 MB | NPU
88
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 33.45 ms | 1 - 198 MB | NPU
89
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.152 ms | 1 - 194 MB | NPU
90
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8775P | 9.256 ms | 1 - 200 MB | NPU
91
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 9.113 ms | 1 - 3 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.99 ms | 0 - 205 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA7255P | 33.45 ms | 1 - 198 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8295P | 10.569 ms | 0 - 192 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.125 ms | 0 - 199 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.38 ms | 0 - 29 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.746 ms | 0 - 0 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.873 ms | 0 - 0 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.087 ms | 0 - 69 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 13.394 ms | 0 - 2 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 9.497 ms | 0 - 26 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.724 ms | 0 - 2 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.946 ms | 0 - 28 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.168 ms | 2 - 4 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 53.438 ms | 0 - 165 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 3.767 ms | 0 - 70 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 9.497 ms | 0 - 26 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 5.253 ms | 0 - 23 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.699 ms | 0 - 27 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.152 ms | 0 - 164 MB | NPU
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  | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.482 ms | 0 - 200 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.899 ms | 0 - 320 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 33.468 ms | 0 - 199 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.139 ms | 0 - 10 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® SA8775P | 9.279 ms | 0 - 200 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® QCS9075 | 9.13 ms | 0 - 91 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.015 ms | 0 - 250 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® SA7255P | 33.468 ms | 0 - 199 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® SA8295P | 10.617 ms | 0 - 197 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.161 ms | 0 - 201 MB | NPU
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- | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.791 ms | 0 - 27 MB | NPU
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- | yolo_2d_detection | ONNX | float | Snapdragon® X2 Elite | 0.903 ms | 22 - 22 MB | NPU
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- | yolo_2d_detection | ONNX | float | Snapdragon® X Elite | 1.562 ms | 22 - 22 MB | NPU
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- | yolo_2d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.118 ms | 0 - 41 MB | NPU
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- | yolo_2d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.429 ms | 0 - 24 MB | NPU
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- | yolo_2d_detection | ONNX | float | Qualcomm® QCS9075 | 2.241 ms | 2 - 4 MB | NPU
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- | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.959 ms | 0 - 28 MB | NPU
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  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.595 ms | 0 - 39 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.644 ms | 12 - 12 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® X Elite | 1.605 ms | 11 - 11 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.985 ms | 0 - 61 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 191.621 ms | 86 - 92 MB | CPU
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- | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.43 ms | 0 - 13 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.594 ms | 0 - 3 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 96.498 ms | 84 - 91 MB | CPU
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- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.752 ms | 0 - 38 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 78.021 ms | 86 - 93 MB | CPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.716 ms | 2 - 26 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.9 ms | 2 - 2 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® X Elite | 1.501 ms | 2 - 2 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.059 ms | 0 - 32 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.58 ms | 2 - 23 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.334 ms | 2 - 3 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8775P | 2.224 ms | 0 - 24 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 2.205 ms | 2 - 5 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.856 ms | 0 - 36 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA7255P | 7.58 ms | 2 - 23 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8295P | 3.614 ms | 0 - 23 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.834 ms | 0 - 22 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.547 ms | 1 - 35 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.746 ms | 1 - 1 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.604 ms | 1 - 1 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.983 ms | 1 - 57 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 4.083 ms | 3 - 5 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.6 ms | 1 - 31 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.401 ms | 1 - 4 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.582 ms | 1 - 33 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.536 ms | 3 - 5 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 12.922 ms | 1 - 159 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.734 ms | 1 - 58 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.6 ms | 1 - 31 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.249 ms | 0 - 28 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.731 ms | 0 - 34 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.728 ms | 1 - 41 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.716 ms | 0 - 26 MB | NPU
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  | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.052 ms | 0 - 58 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.557 ms | 0 - 24 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.301 ms | 0 - 2 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® SA8775P | 2.216 ms | 0 - 25 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® QCS9075 | 2.131 ms | 0 - 27 MB | NPU
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  | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.839 ms | 0 - 61 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® SA7255P | 7.557 ms | 0 - 24 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® SA8295P | 3.555 ms | 0 - 25 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.829 ms | 0 - 25 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/v0.52.0/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/v0.52.0/deepbox-onnx-w8a16.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-qnn_dlc-w8a16.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/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
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  |---|---|---|---|---|---|---
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+ | vgg_3d_detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.432 ms | 0 - 197 MB | NPU
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+ | vgg_3d_detection | ONNX | float | Snapdragon® X2 Elite | 2.601 ms | 88 - 88 MB | NPU
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+ | vgg_3d_detection | ONNX | float | Snapdragon® X Elite | 4.986 ms | 88 - 88 MB | NPU
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+ | vgg_3d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.761 ms | 0 - 217 MB | NPU
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+ | vgg_3d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.869 ms | 0 - 97 MB | NPU
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+ | vgg_3d_detection | ONNX | float | Qualcomm® QCS9075 | 8.89 ms | 0 - 4 MB | NPU
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+ | vgg_3d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.021 ms | 0 - 199 MB | NPU
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+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.402 ms | 0 - 30 MB | NPU
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+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 1.652 ms | 44 - 44 MB | NPU
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+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® X Elite | 2.847 ms | 44 - 44 MB | NPU
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+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.082 ms | 0 - 66 MB | NPU
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+ | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 845.58 ms | 161 - 192 MB | CPU
79
+ | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.672 ms | 0 - 50 MB | NPU
80
+ | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.805 ms | 0 - 3 MB | NPU
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+ | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 404.776 ms | 144 - 151 MB | CPU
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+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.699 ms | 0 - 24 MB | NPU
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+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 366.606 ms | 148 - 156 MB | CPU
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+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.479 ms | 0 - 199 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.773 ms | 1 - 1 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® X Elite | 5.267 ms | 1 - 1 MB | NPU
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  | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.909 ms | 0 - 274 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 33.462 ms | 1 - 198 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.156 ms | 1 - 9 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8775P | 9.251 ms | 1 - 199 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 9.123 ms | 3 - 5 MB | NPU
92
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.977 ms | 0 - 207 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA7255P | 33.462 ms | 1 - 198 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8295P | 10.562 ms | 1 - 193 MB | NPU
95
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.143 ms | 0 - 199 MB | NPU
96
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.383 ms | 0 - 30 MB | NPU
97
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.762 ms | 0 - 0 MB | NPU
98
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.869 ms | 0 - 0 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.101 ms | 0 - 68 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 13.144 ms | 0 - 2 MB | NPU
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+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 9.475 ms | 0 - 25 MB | NPU
102
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.71 ms | 0 - 2 MB | NPU
103
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.932 ms | 0 - 28 MB | NPU
104
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.175 ms | 0 - 2 MB | NPU
105
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 49.494 ms | 0 - 165 MB | NPU
106
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 3.769 ms | 0 - 70 MB | NPU
107
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 9.475 ms | 0 - 25 MB | NPU
108
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 5.262 ms | 0 - 23 MB | NPU
109
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.68 ms | 0 - 29 MB | NPU
110
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.153 ms | 0 - 165 MB | NPU
111
  | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.482 ms | 0 - 200 MB | NPU
112
+ | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.884 ms | 0 - 317 MB | NPU
113
+ | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 33.476 ms | 0 - 198 MB | NPU
114
+ | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.134 ms | 0 - 2 MB | NPU
115
+ | vgg_3d_detection | TFLITE | float | Qualcomm® SA8775P | 9.293 ms | 0 - 199 MB | NPU
116
+ | vgg_3d_detection | TFLITE | float | Qualcomm® QCS9075 | 9.126 ms | 0 - 91 MB | NPU
117
+ | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.017 ms | 0 - 250 MB | NPU
118
+ | vgg_3d_detection | TFLITE | float | Qualcomm® SA7255P | 33.476 ms | 0 - 198 MB | NPU
119
+ | vgg_3d_detection | TFLITE | float | Qualcomm® SA8295P | 10.576 ms | 0 - 193 MB | NPU
120
+ | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.116 ms | 0 - 201 MB | NPU
121
+ | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.789 ms | 0 - 26 MB | NPU
122
+ | yolo_2d_detection | ONNX | float | Snapdragon® X2 Elite | 0.899 ms | 22 - 22 MB | NPU
123
+ | yolo_2d_detection | ONNX | float | Snapdragon® X Elite | 1.581 ms | 22 - 22 MB | NPU
124
+ | yolo_2d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.107 ms | 0 - 34 MB | NPU
125
+ | yolo_2d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.431 ms | 0 - 24 MB | NPU
126
+ | yolo_2d_detection | ONNX | float | Qualcomm® QCS9075 | 2.226 ms | 2 - 4 MB | NPU
127
+ | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.95 ms | 0 - 22 MB | NPU
128
  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.595 ms | 0 - 39 MB | NPU
129
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.641 ms | 12 - 12 MB | NPU
130
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® X Elite | 1.64 ms | 11 - 11 MB | NPU
131
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.984 ms | 0 - 68 MB | NPU
132
+ | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 193.788 ms | 86 - 92 MB | CPU
133
+ | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.422 ms | 0 - 13 MB | NPU
134
+ | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.582 ms | 0 - 3 MB | NPU
135
+ | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 96.722 ms | 83 - 90 MB | CPU
136
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.754 ms | 0 - 32 MB | NPU
137
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 77.541 ms | 84 - 91 MB | CPU
138
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.717 ms | 2 - 27 MB | NPU
139
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.961 ms | 2 - 2 MB | NPU
140
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® X Elite | 1.474 ms | 2 - 2 MB | NPU
141
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.055 ms | 0 - 32 MB | NPU
142
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.556 ms | 2 - 23 MB | NPU
143
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.354 ms | 2 - 3 MB | NPU
144
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8775P | 2.265 ms | 1 - 25 MB | NPU
145
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 2.207 ms | 4 - 7 MB | NPU
146
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.86 ms | 1 - 38 MB | NPU
147
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA7255P | 7.556 ms | 2 - 23 MB | NPU
148
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8295P | 3.63 ms | 0 - 23 MB | NPU
149
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.835 ms | 0 - 22 MB | NPU
150
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.547 ms | 1 - 34 MB | NPU
151
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.751 ms | 1 - 1 MB | NPU
152
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.584 ms | 1 - 1 MB | NPU
153
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.987 ms | 1 - 55 MB | NPU
154
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 4.716 ms | 1 - 3 MB | NPU
155
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.606 ms | 1 - 31 MB | NPU
156
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.4 ms | 1 - 3 MB | NPU
157
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.587 ms | 1 - 32 MB | NPU
158
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.539 ms | 3 - 5 MB | NPU
159
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 12.728 ms | 1 - 157 MB | NPU
160
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.745 ms | 0 - 57 MB | NPU
161
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.606 ms | 1 - 31 MB | NPU
162
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.243 ms | 0 - 28 MB | NPU
163
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.728 ms | 0 - 30 MB | NPU
164
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.722 ms | 1 - 42 MB | NPU
165
+ | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.717 ms | 0 - 26 MB | NPU
166
  | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.052 ms | 0 - 58 MB | NPU
167
+ | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.539 ms | 0 - 24 MB | NPU
168
+ | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.308 ms | 0 - 3 MB | NPU
169
+ | yolo_2d_detection | TFLITE | float | Qualcomm® SA8775P | 2.204 ms | 0 - 25 MB | NPU
170
+ | yolo_2d_detection | TFLITE | float | Qualcomm® QCS9075 | 2.127 ms | 0 - 27 MB | NPU
171
  | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.839 ms | 0 - 61 MB | NPU
172
+ | yolo_2d_detection | TFLITE | float | Qualcomm® SA7255P | 7.539 ms | 0 - 24 MB | NPU
173
+ | yolo_2d_detection | TFLITE | float | Qualcomm® SA8295P | 3.563 ms | 0 - 25 MB | NPU
174
+ | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.826 ms | 0 - 23 MB | NPU
175
 
176
  ## License
177
  * The license for the original implementation of 3D-Deep-BOX can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.51.0",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
@@ -7,14 +7,14 @@
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.51.0/deepbox-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
  "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.24.3"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.51.0/deepbox-onnx-w8a16.zip"
18
  }
19
  }
20
  },
@@ -25,20 +25,20 @@
25
  "qairt": "2.45.0.260326154327",
26
  "litert": "1.4.2"
27
  },
28
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.51.0/deepbox-tflite-float.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.51.0/deepbox-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.24.3"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.51.0/deepbox-onnx-float.zip"
42
  }
43
  }
44
  }
 
1
  {
2
+ "version": "0.52.0",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
 
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
  "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.24.3"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-onnx-w8a16.zip"
18
  }
19
  }
20
  },
 
25
  "qairt": "2.45.0.260326154327",
26
  "litert": "1.4.2"
27
  },
28
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-tflite-float.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.24.3"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-onnx-float.zip"
42
  }
43
  }
44
  }