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RTMPose-Body2d

Keypoint Detection
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Commit
0e5091a
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1 Parent(s): 975e9c4

v0.38.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.

Files changed (10) hide show
  1. README.md +40 -44
  2. RTMPose-Body2d_float.dlc +2 -2
  3. RTMPose-Body2d_float.onnx.zip +2 -2
  4. RTMPose-Body2d_w8a16.dlc +2 -2
  5. precompiled/qualcomm-snapdragon-x-elite/RTMPose-Body2d_float.bin +0 -3
  6. precompiled/qualcomm-snapdragon-x-elite/RTMPose-Body2d_float.onnx.zip +0 -3
  7. precompiled/qualcomm-snapdragon-x-elite/RTMPose-Body2d_w8a16.bin +0 -3
  8. precompiled/qualcomm-snapdragon-x-elite/RTMPose-Body2d_w8a16.onnx.zip +0 -3
  9. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  10. tool-versions.yaml +1 -1
README.md CHANGED
@@ -35,49 +35,45 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
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- | RTMPose-Body2d | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.745 ms | 0 - 36 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
39
- | RTMPose-Body2d | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.672 ms | 0 - 21 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 | 3.081 ms | 0 - 65 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_DLC | 3.567 ms | 0 - 34 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.844 ms | 0 - 257 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.815 ms | 0 - 80 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
44
- | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.04 ms | 0 - 126 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
45
- | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.645 ms | 0 - 37 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
46
- | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.515 ms | 0 - 21 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
47
- | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.745 ms | 0 - 36 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
48
- | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.672 ms | 0 - 21 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
49
- | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.86 ms | 0 - 253 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
50
- | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.804 ms | 1 - 104 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
51
- | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.658 ms | 0 - 41 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
52
- | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.656 ms | 1 - 27 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.867 ms | 0 - 255 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
54
- | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.808 ms | 0 - 98 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
55
- | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.645 ms | 0 - 37 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
56
- | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.515 ms | 0 - 21 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.853 ms | 0 - 255 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
58
- | RTMPose-Body2d | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.804 ms | 0 - 109 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
59
- | RTMPose-Body2d | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.002 ms | 1 - 139 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
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- | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.361 ms | 0 - 60 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
61
- | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.385 ms | 0 - 29 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.5 ms | 0 - 29 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
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- | RTMPose-Body2d | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.152 ms | 0 - 41 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_DLC | 1.273 ms | 1 - 27 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.47 ms | 1 - 23 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
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- | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.944 ms | 124 - 124 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.945 ms | 37 - 37 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
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- | RTMPose-Body2d | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.986 ms | 0 - 31 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.322 ms | 0 - 49 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.764 ms | 0 - 108 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.073 ms | 0 - 31 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
72
- | RTMPose-Body2d | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.986 ms | 0 - 31 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
73
- | RTMPose-Body2d | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.762 ms | 0 - 108 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.706 ms | 0 - 35 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.762 ms | 0 - 108 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.073 ms | 0 - 31 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.767 ms | 0 - 107 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.194 ms | 0 - 55 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.078 ms | 0 - 33 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.961 ms | 100 - 100 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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82
 
83
 
@@ -159,7 +155,7 @@ from qai_hub_models.models.rtmpose_body2d import Model
159
  torch_model = Model.from_pretrained()
160
 
161
  # Device
162
- device = hub.Device("Samsung Galaxy S24")
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164
  # Trace model
165
  input_shape = torch_model.get_input_spec()
 
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36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | RTMPose-Body2d | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.612 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 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.507 ms | 0 - 20 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
40
+ | RTMPose-Body2d | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.028 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_DLC | 3.499 ms | 0 - 34 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
42
+ | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.878 ms | 0 - 255 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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+ | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.838 ms | 0 - 89 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
44
+ | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.102 ms | 0 - 126 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
45
+ | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.636 ms | 0 - 35 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
46
+ | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.44 ms | 0 - 20 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
47
+ | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.612 ms | 0 - 35 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
48
+ | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.507 ms | 0 - 20 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
49
+ | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.882 ms | 0 - 255 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
50
+ | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.786 ms | 0 - 108 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
51
+ | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.608 ms | 0 - 40 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
52
+ | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.592 ms | 1 - 26 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
53
+ | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.875 ms | 0 - 252 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
54
+ | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.92 ms | 0 - 118 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
55
+ | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.636 ms | 0 - 35 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
56
+ | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.44 ms | 0 - 20 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
57
+ | 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) |
58
+ | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.341 ms | 0 - 30 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
59
+ | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.513 ms | 0 - 34 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
60
+ | RTMPose-Body2d | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.158 ms | 0 - 41 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
61
+ | RTMPose-Body2d | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.087 ms | 1 - 28 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
62
+ | RTMPose-Body2d | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.264 ms | 0 - 27 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
63
+ | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.886 ms | 110 - 110 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
64
+ | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.942 ms | 37 - 37 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
65
+ | RTMPose-Body2d | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.019 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
66
+ | RTMPose-Body2d | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.344 ms | 0 - 51 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
67
+ | RTMPose-Body2d | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.768 ms | 0 - 76 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
68
+ | RTMPose-Body2d | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.096 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
69
+ | RTMPose-Body2d | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.019 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
70
+ | RTMPose-Body2d | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.785 ms | 0 - 77 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
71
+ | RTMPose-Body2d | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.766 ms | 0 - 39 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
72
+ | RTMPose-Body2d | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.774 ms | 0 - 93 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
73
+ | RTMPose-Body2d | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.096 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
74
+ | RTMPose-Body2d | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.207 ms | 0 - 51 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
75
+ | RTMPose-Body2d | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.891 ms | 0 - 42 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
76
+ | RTMPose-Body2d | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.977 ms | 98 - 98 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
 
 
 
 
77
 
78
 
79
 
 
155
  torch_model = Model.from_pretrained()
156
 
157
  # Device
158
+ device = hub.Device("Samsung Galaxy S25")
159
 
160
  # Trace model
161
  input_shape = torch_model.get_input_spec()
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