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README.md
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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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| HRNetPoseQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.
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| HRNetPoseQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.
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| HRNetPoseQuantized | Samsung Galaxy
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| HRNetPoseQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 |
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| HRNetPoseQuantized |
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HRNetPoseQuantized
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 0
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Estimated peak memory usage (MB): [0,
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Total # Ops : 518
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Compute Unit(s) : NPU (518 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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| HRNetPoseQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.956 ms | 0 - 18 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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| HRNetPoseQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.238 ms | 0 - 22 MB | INT8 | NPU | [HRNetPoseQuantized.so](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.so) |
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| HRNetPoseQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.349 ms | 0 - 52 MB | INT8 | NPU | [HRNetPoseQuantized.onnx](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.onnx) |
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| HRNetPoseQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.716 ms | 0 - 39 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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| HRNetPoseQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.925 ms | 0 - 37 MB | INT8 | NPU | [HRNetPoseQuantized.so](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.so) |
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| HRNetPoseQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.45 ms | 0 - 66 MB | INT8 | NPU | [HRNetPoseQuantized.onnx](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.onnx) |
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| HRNetPoseQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.579 ms | 0 - 40 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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| HRNetPoseQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.849 ms | 0 - 35 MB | INT8 | NPU | Use Export Script |
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| HRNetPoseQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.241 ms | 0 - 59 MB | INT8 | NPU | [HRNetPoseQuantized.onnx](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.onnx) |
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| HRNetPoseQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 3.886 ms | 0 - 42 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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| HRNetPoseQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 5.364 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
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| HRNetPoseQuantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 17.608 ms | 0 - 2 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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| HRNetPoseQuantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.949 ms | 0 - 22 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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| HRNetPoseQuantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.209 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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| HRNetPoseQuantized | SA7255P ADP | SA7255P | TFLITE | 13.878 ms | 0 - 32 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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| HRNetPoseQuantized | SA7255P ADP | SA7255P | QNN | 14.356 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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| HRNetPoseQuantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.952 ms | 0 - 17 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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| HRNetPoseQuantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.225 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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| HRNetPoseQuantized | SA8295P ADP | SA8295P | TFLITE | 1.651 ms | 0 - 39 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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| HRNetPoseQuantized | SA8295P ADP | SA8295P | QNN | 2.174 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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| HRNetPoseQuantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.953 ms | 0 - 22 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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| HRNetPoseQuantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.221 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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| HRNetPoseQuantized | SA8775P ADP | SA8775P | TFLITE | 1.456 ms | 0 - 32 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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| HRNetPoseQuantized | SA8775P ADP | SA8775P | QNN | 1.896 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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| HRNetPoseQuantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.182 ms | 0 - 37 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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| HRNetPoseQuantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.447 ms | 0 - 37 MB | INT8 | NPU | Use Export Script |
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| HRNetPoseQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.357 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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| HRNetPoseQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.138 ms | 29 - 29 MB | INT8 | NPU | [HRNetPoseQuantized.onnx](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.onnx) |
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HRNetPoseQuantized
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 1.0
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Estimated peak memory usage (MB): [0, 18]
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Total # Ops : 518
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Compute Unit(s) : NPU (518 ops)
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```
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