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README.md
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@@ -36,29 +36,29 @@ 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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| PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.
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| PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.
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| PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.
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| PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.
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| PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.
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| PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.
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| PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.
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| PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.
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| PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.
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| PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.
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| PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.
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| PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.
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| PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.
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| PPE-Detection | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 0.
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| PPE-Detection | SA8775 (Proxy) | SA8775P Proxy | QNN | 0.
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| PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.
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| PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.
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| PPE-Detection | SA8295P ADP | SA8295P | TFLITE | 1.
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| PPE-Detection | SA8295P ADP | SA8295P | QNN | 2.
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| PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.
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| PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.
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| PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN |
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| PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.
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@@ -123,7 +123,7 @@ PPE-Detection
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 0.7
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Estimated peak memory usage (MB): [0,
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Total # Ops : 77
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Compute Unit(s) : NPU (77 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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| PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.683 ms | 0 - 2 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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| PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.754 ms | 0 - 59 MB | FP16 | NPU | [PPE-Detection.so](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.so) |
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| PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.076 ms | 0 - 15 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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| PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.495 ms | 0 - 42 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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| PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.542 ms | 0 - 16 MB | FP16 | NPU | [PPE-Detection.so](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.so) |
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| PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.845 ms | 0 - 47 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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| PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.503 ms | 0 - 22 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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| PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.527 ms | 1 - 13 MB | FP16 | NPU | Use Export Script |
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| PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.71 ms | 0 - 24 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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| PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.67 ms | 0 - 1 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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| PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.727 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.673 ms | 0 - 1 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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| PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.726 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| PPE-Detection | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 0.671 ms | 0 - 134 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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| PPE-Detection | SA8775 (Proxy) | SA8775P Proxy | QNN | 0.727 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.684 ms | 0 - 1 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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| PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.729 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| PPE-Detection | SA8295P ADP | SA8295P | TFLITE | 1.813 ms | 0 - 17 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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| PPE-Detection | SA8295P ADP | SA8295P | QNN | 2.031 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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| PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.411 ms | 0 - 37 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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| PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.485 ms | 1 - 17 MB | FP16 | NPU | Use Export Script |
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| PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.86 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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| PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.172 ms | 14 - 14 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 0.7
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Estimated peak memory usage (MB): [0, 2]
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Total # Ops : 77
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Compute Unit(s) : NPU (77 ops)
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```
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