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Movenet

Keypoint Detection
PyTorch
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@@ -34,22 +34,22 @@ 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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- | Movenet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 3.878 ms | 0 - 3 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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- | Movenet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 11.114 ms | 6 - 16 MB | FP32 | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
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- | Movenet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.37 ms | 0 - 20 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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- | Movenet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.384 ms | 6 - 31 MB | FP32 | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
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- | Movenet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.845 ms | 0 - 15 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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- | Movenet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.351 ms | 10 - 25 MB | FP32 | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
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- | Movenet | SA7255P ADP | SA7255P | TFLITE | 7.581 ms | 1 - 10 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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- | Movenet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.503 ms | 1 - 4 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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- | Movenet | SA8295P ADP | SA8295P | TFLITE | 3.912 ms | 1 - 18 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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- | Movenet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.4 ms | 1 - 4 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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- | Movenet | SA8775P ADP | SA8775P | TFLITE | 6.448 ms | 1 - 10 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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- | Movenet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 7.581 ms | 1 - 10 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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- | Movenet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.557 ms | 1 - 5 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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- | Movenet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 6.448 ms | 1 - 10 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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- | Movenet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 8.008 ms | 1 - 19 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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- | Movenet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.024 ms | 18 - 18 MB | FP32 | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
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@@ -113,7 +113,7 @@ Profiling Results
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  Movenet
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 3.9
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  Estimated peak memory usage (MB): [0, 3]
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  Total # Ops : 152
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  Compute Unit(s) : CPU (152 ops)
 
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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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+ | Movenet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 3.738 ms | 0 - 3 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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+ | Movenet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 10.97 ms | 9 - 19 MB | FP32 | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
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+ | Movenet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.774 ms | 1 - 20 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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+ | Movenet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 9.899 ms | 8 - 32 MB | FP32 | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
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+ | Movenet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.858 ms | 6 - 20 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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+ | Movenet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.154 ms | 8 - 23 MB | FP32 | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
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+ | Movenet | SA7255P ADP | SA7255P | TFLITE | 7.629 ms | 1 - 10 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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+ | Movenet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 3.726 ms | 0 - 3 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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+ | Movenet | SA8295P ADP | SA8295P | TFLITE | 3.895 ms | 0 - 17 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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+ | Movenet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 3.745 ms | 0 - 3 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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+ | Movenet | SA8775P ADP | SA8775P | TFLITE | 6.542 ms | 1 - 10 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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+ | Movenet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 7.629 ms | 1 - 10 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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+ | Movenet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.423 ms | 1 - 4 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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+ | Movenet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 6.542 ms | 1 - 10 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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+ | Movenet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 9.355 ms | 1 - 25 MB | FP32 | CPU | [Movenet.tflite](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.tflite) |
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+ | Movenet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.232 ms | 18 - 18 MB | FP32 | CPU | [Movenet.onnx](https://huggingface.co/qualcomm/Movenet/blob/main/Movenet.onnx) |
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  Movenet
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 3.7
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  Estimated peak memory usage (MB): [0, 3]
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  Total # Ops : 152
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  Compute Unit(s) : CPU (152 ops)