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RTMPose-Body2d

Keypoint Detection
PyTorch
LiteRT
android
Model card Files Community
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Commit
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1 Parent(s): 918800b

v0.31.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

Files changed (4) hide show
  1. .gitattributes +2 -0
  2. README.md +47 -34
  3. RTMPose-Body2d.dlc +3 -0
  4. RTMPose-Body2d_w8a16.dlc +3 -0
.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ RTMPose-Body2d.dlc filter=lfs diff=lfs merge=lfs -text
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+ RTMPose-Body2d_w8a16.dlc filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -34,39 +34,52 @@ More details on model performance across various devices, can be found
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35
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
- | RTMPose-Body2d | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 46.335 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 46.222 ms | 1 - 10 MB | NPU | Use Export Script |
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- | RTMPose-Body2d | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.033 ms | 0 - 62 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 3.544 ms | 0 - 31 MB | NPU | Use Export Script |
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- | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.873 ms | 0 - 253 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
42
- | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.776 ms | 1 - 3 MB | NPU | Use Export Script |
43
- | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.595 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
44
- | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 2.456 ms | 1 - 10 MB | NPU | Use Export Script |
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- | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 46.335 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
46
- | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 46.222 ms | 1 - 10 MB | NPU | Use Export Script |
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- | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.868 ms | 0 - 251 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
48
- | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.786 ms | 1 - 3 MB | NPU | Use Export Script |
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- | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.625 ms | 0 - 35 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 3.56 ms | 0 - 17 MB | NPU | Use Export Script |
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- | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.87 ms | 0 - 263 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.784 ms | 1 - 3 MB | NPU | Use Export Script |
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- | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.595 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 2.456 ms | 1 - 10 MB | NPU | Use Export Script |
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- | RTMPose-Body2d | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.836 ms | 0 - 261 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.782 ms | 0 - 114 MB | NPU | Use Export Script |
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- | RTMPose-Body2d | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.987 ms | 0 - 94 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx) |
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- | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.377 ms | 0 - 60 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.31 ms | 0 - 30 MB | NPU | Use Export Script |
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- | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.436 ms | 0 - 30 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx) |
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- | RTMPose-Body2d | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.324 ms | 0 - 38 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.267 ms | 0 - 21 MB | NPU | Use Export Script |
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- | RTMPose-Body2d | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.443 ms | 0 - 23 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx) |
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- | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.873 ms | 1 - 1 MB | NPU | Use Export Script |
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- | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.973 ms | 37 - 37 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx) |
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- | RTMPose-Body2d | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.799 ms | 0 - 33 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx) |
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- | RTMPose-Body2d | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.962 ms | 0 - 48 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx) |
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- | RTMPose-Body2d | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.013 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx) |
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- | RTMPose-Body2d | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.028 ms | 19 - 19 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
 
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@@ -130,7 +143,7 @@ Profiling Results
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  RTMPose-Body2d
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 46.3
134
  Estimated peak memory usage (MB): [0, 32]
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  Total # Ops : 256
136
  Compute Unit(s) : npu (256 ops) gpu (0 ops) cpu (0 ops)
 
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35
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
+ | RTMPose-Body2d | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.605 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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+ | RTMPose-Body2d | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.546 ms | 0 - 17 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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+ | RTMPose-Body2d | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.046 ms | 0 - 62 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
40
+ | RTMPose-Body2d | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.528 ms | 0 - 27 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
41
+ | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.879 ms | 0 - 260 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
42
+ | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.765 ms | 0 - 82 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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+ | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.582 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
44
+ | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.474 ms | 1 - 17 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
45
+ | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.605 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
46
+ | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.546 ms | 0 - 17 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
47
+ | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.864 ms | 0 - 260 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
48
+ | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.775 ms | 0 - 82 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
49
+ | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.639 ms | 0 - 36 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
50
+ | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.54 ms | 1 - 21 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
51
+ | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.868 ms | 0 - 253 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
52
+ | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.765 ms | 0 - 96 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
53
+ | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.582 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
54
+ | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.474 ms | 1 - 17 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
55
+ | RTMPose-Body2d | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.874 ms | 0 - 255 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
56
+ | RTMPose-Body2d | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.773 ms | 0 - 100 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
57
+ | RTMPose-Body2d | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.019 ms | 0 - 87 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx) |
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+ | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.38 ms | 0 - 63 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
59
+ | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.348 ms | 0 - 28 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
60
+ | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.459 ms | 0 - 30 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx) |
61
+ | RTMPose-Body2d | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.323 ms | 0 - 38 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
62
+ | RTMPose-Body2d | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.264 ms | 0 - 23 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
63
+ | RTMPose-Body2d | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.277 ms | 1 - 24 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx) |
64
+ | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.997 ms | 112 - 112 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
65
+ | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.019 ms | 38 - 38 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx) |
66
+ | RTMPose-Body2d | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.031 ms | 0 - 28 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
67
+ | RTMPose-Body2d | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.329 ms | 0 - 48 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
68
+ | RTMPose-Body2d | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.786 ms | 0 - 112 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
69
+ | RTMPose-Body2d | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.118 ms | 0 - 30 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
70
+ | RTMPose-Body2d | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.031 ms | 0 - 28 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
71
+ | RTMPose-Body2d | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.79 ms | 0 - 8 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
72
+ | RTMPose-Body2d | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.726 ms | 0 - 33 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
73
+ | RTMPose-Body2d | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.791 ms | 0 - 100 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
74
+ | RTMPose-Body2d | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.118 ms | 0 - 30 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
75
+ | RTMPose-Body2d | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.789 ms | 0 - 109 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
76
+ | RTMPose-Body2d | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.897 ms | 0 - 61 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx) |
77
+ | RTMPose-Body2d | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.234 ms | 0 - 50 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
78
+ | RTMPose-Body2d | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.966 ms | 0 - 47 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx) |
79
+ | RTMPose-Body2d | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.134 ms | 0 - 34 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
80
+ | RTMPose-Body2d | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.989 ms | 0 - 34 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx) |
81
+ | RTMPose-Body2d | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.048 ms | 99 - 99 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
82
+ | RTMPose-Body2d | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.984 ms | 19 - 19 MB | NPU | [RTMPose-Body2d.onnx](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx) |
83
 
84
 
85
 
 
143
  RTMPose-Body2d
144
  Device : cs_8275 (ANDROID 14)
145
  Runtime : TFLITE
146
+ Estimated inference time (ms) : 7.6
147
  Estimated peak memory usage (MB): [0, 32]
148
  Total # Ops : 256
149
  Compute Unit(s) : npu (256 ops) gpu (0 ops) cpu (0 ops)
RTMPose-Body2d.dlc ADDED
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+ oid sha256:d4352b15496d396319a59fe4c3a0b923580177498693c3d5b7c6871ace874e9e
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+ size 72012457
RTMPose-Body2d_w8a16.dlc ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:d8b9a022c8cfd8414de3d72a0a5e3f6cf1a047ca1e2855592958fbc4db7d9883
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+ size 19050914