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3D-Deep-BOX

Object Detection
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@@ -38,64 +38,64 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | Yolo2DDetection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 22.84 ms | 0 - 136 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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- | Yolo2DDetection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.437 ms | 2 - 4 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.so) |
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- | Yolo2DDetection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 4.822 ms | 3 - 57 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.onnx) |
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- | Yolo2DDetection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 16.285 ms | 0 - 58 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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- | Yolo2DDetection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.755 ms | 0 - 18 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.so) |
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- | Yolo2DDetection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 3.318 ms | 0 - 27 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.onnx) |
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- | Yolo2DDetection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 17.442 ms | 0 - 33 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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- | Yolo2DDetection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.653 ms | 2 - 19 MB | FP16 | NPU | Use Export Script |
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- | Yolo2DDetection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.132 ms | 2 - 17 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.onnx) |
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- | Yolo2DDetection | SA7255P ADP | SA7255P | TFLITE | 67.55 ms | 0 - 29 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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- | Yolo2DDetection | SA7255P ADP | SA7255P | QNN | 34.614 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | Yolo2DDetection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 22.35 ms | 0 - 129 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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- | Yolo2DDetection | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.435 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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- | Yolo2DDetection | SA8295P ADP | SA8295P | TFLITE | 24.002 ms | 0 - 31 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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- | Yolo2DDetection | SA8295P ADP | SA8295P | QNN | 3.484 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | Yolo2DDetection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 22.3 ms | 0 - 141 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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- | Yolo2DDetection | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.44 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | Yolo2DDetection | SA8775P ADP | SA8775P | TFLITE | 28.223 ms | 0 - 29 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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- | Yolo2DDetection | SA8775P ADP | SA8775P | QNN | 3.868 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | Yolo2DDetection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 67.55 ms | 0 - 29 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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- | Yolo2DDetection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 34.614 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | Yolo2DDetection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 22.221 ms | 0 - 126 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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  | Yolo2DDetection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.435 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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- | Yolo2DDetection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 28.223 ms | 0 - 29 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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- | Yolo2DDetection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.868 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | Yolo2DDetection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 22.239 ms | 0 - 59 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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- | Yolo2DDetection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.322 ms | 2 - 23 MB | FP16 | NPU | Use Export Script |
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- | Yolo2DDetection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.637 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
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- | Yolo2DDetection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.49 ms | 3 - 3 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.onnx) |
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- | VGG3DDetection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 4.728 ms | 0 - 674 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
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- | VGG3DDetection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.777 ms | 1 - 3 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.so) |
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- | VGG3DDetection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 5.127 ms | 0 - 451 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.onnx) |
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- | VGG3DDetection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.555 ms | 0 - 125 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
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- | VGG3DDetection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.754 ms | 0 - 18 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.so) |
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- | VGG3DDetection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 3.956 ms | 0 - 83 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.onnx) |
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- | VGG3DDetection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.451 ms | 0 - 79 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
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- | VGG3DDetection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.43 ms | 1 - 76 MB | FP16 | NPU | Use Export Script |
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- | VGG3DDetection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.792 ms | 1 - 80 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.onnx) |
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- | VGG3DDetection | SA7255P ADP | SA7255P | TFLITE | 257.868 ms | 0 - 73 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
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- | VGG3DDetection | SA7255P ADP | SA7255P | QNN | 257.837 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | VGG3DDetection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.727 ms | 0 - 663 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
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- | VGG3DDetection | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.782 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | VGG3DDetection | SA8295P ADP | SA8295P | TFLITE | 9.744 ms | 0 - 76 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
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- | VGG3DDetection | SA8295P ADP | SA8295P | QNN | 9.927 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
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- | VGG3DDetection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.732 ms | 0 - 666 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
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- | VGG3DDetection | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.785 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | VGG3DDetection | SA8775P ADP | SA8775P | TFLITE | 10.781 ms | 0 - 73 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
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- | VGG3DDetection | SA8775P ADP | SA8775P | QNN | 10.68 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | VGG3DDetection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 257.868 ms | 0 - 73 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
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- | VGG3DDetection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 257.837 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | VGG3DDetection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.722 ms | 0 - 666 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
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- | VGG3DDetection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.777 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | VGG3DDetection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 10.781 ms | 0 - 73 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
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- | VGG3DDetection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 10.68 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | VGG3DDetection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 8.457 ms | 0 - 125 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
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- | VGG3DDetection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 8.718 ms | 1 - 83 MB | FP16 | NPU | Use Export Script |
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- | VGG3DDetection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.011 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | VGG3DDetection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.982 ms | 89 - 89 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.onnx) |
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@@ -159,8 +159,8 @@ Profiling Results
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  Yolo2DDetection
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 22.8
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- Estimated peak memory usage (MB): [0, 136]
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  Total # Ops : 129
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  Compute Unit(s) : NPU (129 ops)
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@@ -169,7 +169,7 @@ VGG3DDetection
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 4.7
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- Estimated peak memory usage (MB): [0, 674]
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  Total # Ops : 40
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  Compute Unit(s) : NPU (40 ops)
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  ```
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | Yolo2DDetection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 22.177 ms | 0 - 138 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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+ | Yolo2DDetection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.576 ms | 0 - 21 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.so) |
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+ | Yolo2DDetection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 4.974 ms | 0 - 56 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.onnx) |
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+ | Yolo2DDetection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 16.447 ms | 0 - 60 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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+ | Yolo2DDetection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.817 ms | 0 - 23 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.so) |
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+ | Yolo2DDetection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 3.401 ms | 0 - 27 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.onnx) |
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+ | Yolo2DDetection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 17.458 ms | 0 - 32 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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+ | Yolo2DDetection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.657 ms | 2 - 19 MB | FP16 | NPU | Use Export Script |
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+ | Yolo2DDetection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.22 ms | 1 - 17 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.onnx) |
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+ | Yolo2DDetection | SA7255P ADP | SA7255P | TFLITE | 68.127 ms | 0 - 30 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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+ | Yolo2DDetection | SA7255P ADP | SA7255P | QNN | 34.633 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Yolo2DDetection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 22.33 ms | 0 - 139 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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+ | Yolo2DDetection | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.44 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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+ | Yolo2DDetection | SA8295P ADP | SA8295P | TFLITE | 23.666 ms | 0 - 31 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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+ | Yolo2DDetection | SA8295P ADP | SA8295P | QNN | 3.495 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | Yolo2DDetection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 22.442 ms | 0 - 135 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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+ | Yolo2DDetection | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.437 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Yolo2DDetection | SA8775P ADP | SA8775P | TFLITE | 28.155 ms | 0 - 30 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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+ | Yolo2DDetection | SA8775P ADP | SA8775P | QNN | 3.859 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | Yolo2DDetection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 68.127 ms | 0 - 30 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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+ | Yolo2DDetection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 34.633 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Yolo2DDetection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 22.134 ms | 0 - 138 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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  | Yolo2DDetection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.435 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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+ | Yolo2DDetection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 28.155 ms | 0 - 30 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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+ | Yolo2DDetection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.859 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | Yolo2DDetection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 22.338 ms | 0 - 59 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.tflite) |
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+ | Yolo2DDetection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.266 ms | 2 - 25 MB | FP16 | NPU | Use Export Script |
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+ | Yolo2DDetection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.622 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Yolo2DDetection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.6 ms | 3 - 3 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/Yolo2DDetection.onnx) |
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+ | VGG3DDetection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 4.736 ms | 0 - 668 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
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+ | VGG3DDetection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.88 ms | 0 - 429 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.so) |
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+ | VGG3DDetection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 5.097 ms | 0 - 413 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.onnx) |
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+ | VGG3DDetection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.547 ms | 0 - 125 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
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+ | VGG3DDetection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.691 ms | 1 - 83 MB | FP16 | NPU | [3D-Deep-BOX.so](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.so) |
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+ | VGG3DDetection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 3.935 ms | 0 - 86 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.onnx) |
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+ | VGG3DDetection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.947 ms | 0 - 79 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
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+ | VGG3DDetection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.428 ms | 1 - 76 MB | FP16 | NPU | Use Export Script |
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+ | VGG3DDetection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.799 ms | 1 - 79 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.onnx) |
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+ | VGG3DDetection | SA7255P ADP | SA7255P | TFLITE | 257.878 ms | 0 - 73 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
80
+ | VGG3DDetection | SA7255P ADP | SA7255P | QNN | 257.883 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
81
+ | VGG3DDetection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.727 ms | 0 - 674 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
82
+ | VGG3DDetection | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.778 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
83
+ | VGG3DDetection | SA8295P ADP | SA8295P | TFLITE | 9.755 ms | 0 - 76 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
84
+ | VGG3DDetection | SA8295P ADP | SA8295P | QNN | 9.925 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
85
+ | VGG3DDetection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.732 ms | 0 - 672 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
86
+ | VGG3DDetection | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.776 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
87
+ | VGG3DDetection | SA8775P ADP | SA8775P | TFLITE | 10.792 ms | 0 - 73 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
88
+ | VGG3DDetection | SA8775P ADP | SA8775P | QNN | 10.698 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
89
+ | VGG3DDetection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 257.878 ms | 0 - 73 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
90
+ | VGG3DDetection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 257.883 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
91
+ | VGG3DDetection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.735 ms | 0 - 663 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
92
+ | VGG3DDetection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.773 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
93
+ | VGG3DDetection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 10.792 ms | 0 - 73 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
94
+ | VGG3DDetection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 10.698 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
95
+ | VGG3DDetection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 8.419 ms | 0 - 124 MB | FP16 | NPU | [3D-Deep-BOX.tflite](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.tflite) |
96
+ | VGG3DDetection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 8.67 ms | 1 - 81 MB | FP16 | NPU | Use Export Script |
97
+ | VGG3DDetection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.03 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
98
+ | VGG3DDetection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.951 ms | 88 - 88 MB | FP16 | NPU | [3D-Deep-BOX.onnx](https://huggingface.co/qualcomm/3D-Deep-BOX/blob/main/VGG3DDetection.onnx) |
99
 
100
 
101
 
 
159
  Yolo2DDetection
160
  Device : Samsung Galaxy S23 (13)
161
  Runtime : TFLITE
162
+ Estimated inference time (ms) : 22.2
163
+ Estimated peak memory usage (MB): [0, 138]
164
  Total # Ops : 129
165
  Compute Unit(s) : NPU (129 ops)
166
 
 
169
  Device : Samsung Galaxy S23 (13)
170
  Runtime : TFLITE
171
  Estimated inference time (ms) : 4.7
172
+ Estimated peak memory usage (MB): [0, 668]
173
  Total # Ops : 40
174
  Compute Unit(s) : NPU (40 ops)
175
  ```