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Posenet-Mobilenet

Keypoint Detection
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android
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v0.37.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.37.0 for changelog.

Files changed (11) hide show
  1. .gitattributes +1 -0
  2. Posenet-Mobilenet.dlc → Posenet-Mobilenet_float.dlc +1 -1
  3. Posenet-Mobilenet.onnx.zip → Posenet-Mobilenet_float.onnx.zip +1 -1
  4. Posenet-Mobilenet.tflite → Posenet-Mobilenet_float.tflite +0 -0
  5. README.md +18 -17
  6. precompiled/qualcomm-snapdragon-x-elite/{Posenet-Mobilenet.bin → Posenet-Mobilenet_float.bin} +0 -0
  7. precompiled/qualcomm-snapdragon-x-elite/{Posenet-Mobilenet.onnx.zip → Posenet-Mobilenet_float.onnx.zip} +2 -2
  8. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +0 -5
  9. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +3 -0
  10. sdk_versions.yml +0 -9
  11. tool-versions.yaml +4 -0
.gitattributes CHANGED
@@ -37,3 +37,4 @@ Posenet-Mobilenet.so filter=lfs diff=lfs merge=lfs -text
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  Posenet-Mobilenet_w8a8.so filter=lfs diff=lfs merge=lfs -text
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  Posenet-Mobilenet.dlc filter=lfs diff=lfs merge=lfs -text
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  DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
 
 
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  Posenet-Mobilenet_w8a8.so filter=lfs diff=lfs merge=lfs -text
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  Posenet-Mobilenet.dlc filter=lfs diff=lfs merge=lfs -text
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  DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
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+ Posenet-Mobilenet_float.dlc filter=lfs diff=lfs merge=lfs -text
Posenet-Mobilenet.dlc → Posenet-Mobilenet_float.dlc RENAMED
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Posenet-Mobilenet.tflite → Posenet-Mobilenet_float.tflite RENAMED
File without changes
README.md CHANGED
@@ -37,34 +37,35 @@ More details on model performance across various devices, can be found
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
  | Posenet-Mobilenet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.786 ms | 0 - 25 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
40
- | Posenet-Mobilenet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.667 ms | 1 - 20 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
41
  | Posenet-Mobilenet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.236 ms | 0 - 34 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.287 ms | 2 - 34 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
43
  | Posenet-Mobilenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.394 ms | 0 - 49 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.329 ms | 2 - 6 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
 
45
  | Posenet-Mobilenet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.382 ms | 0 - 24 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.306 ms | 2 - 20 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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  | Posenet-Mobilenet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.786 ms | 0 - 25 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
48
- | Posenet-Mobilenet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.667 ms | 1 - 20 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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  | Posenet-Mobilenet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.39 ms | 0 - 49 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.314 ms | 1 - 30 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
51
  | Posenet-Mobilenet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.794 ms | 0 - 26 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
52
- | Posenet-Mobilenet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.743 ms | 2 - 27 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
53
  | Posenet-Mobilenet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.382 ms | 0 - 49 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
54
- | Posenet-Mobilenet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.32 ms | 1 - 30 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
55
  | Posenet-Mobilenet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.382 ms | 0 - 24 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
56
- | Posenet-Mobilenet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.306 ms | 2 - 20 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
57
  | Posenet-Mobilenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.395 ms | 0 - 49 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.316 ms | 1 - 29 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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- | Posenet-Mobilenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.823 ms | 0 - 29 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
60
  | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.966 ms | 0 - 37 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
61
- | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.929 ms | 0 - 28 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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- | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.223 ms | 0 - 30 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
63
  | Posenet-Mobilenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.971 ms | 0 - 29 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
64
- | Posenet-Mobilenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.933 ms | 4 - 24 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
65
- | Posenet-Mobilenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.269 ms | 1 - 26 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
66
- | Posenet-Mobilenet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.511 ms | 29 - 29 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
67
- | Posenet-Mobilenet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.087 ms | 6 - 6 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
68
 
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37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
  | Posenet-Mobilenet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.786 ms | 0 - 25 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
40
+ | Posenet-Mobilenet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.682 ms | 2 - 19 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
41
  | Posenet-Mobilenet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.236 ms | 0 - 34 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
42
+ | Posenet-Mobilenet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.288 ms | 2 - 32 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
43
  | Posenet-Mobilenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.394 ms | 0 - 49 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
44
+ | Posenet-Mobilenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.313 ms | 1 - 29 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
45
+ | Posenet-Mobilenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.762 ms | 0 - 27 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
46
  | Posenet-Mobilenet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.382 ms | 0 - 24 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
47
+ | Posenet-Mobilenet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.285 ms | 0 - 18 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
48
  | Posenet-Mobilenet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.786 ms | 0 - 25 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
49
+ | Posenet-Mobilenet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.682 ms | 2 - 19 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
50
  | Posenet-Mobilenet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.39 ms | 0 - 49 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
51
+ | Posenet-Mobilenet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.311 ms | 1 - 29 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
52
  | Posenet-Mobilenet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.794 ms | 0 - 26 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
53
+ | Posenet-Mobilenet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.751 ms | 2 - 27 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
54
  | Posenet-Mobilenet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.382 ms | 0 - 49 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
55
+ | Posenet-Mobilenet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.316 ms | 0 - 29 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
56
  | Posenet-Mobilenet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.382 ms | 0 - 24 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
57
+ | Posenet-Mobilenet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.285 ms | 0 - 18 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
58
  | Posenet-Mobilenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.395 ms | 0 - 49 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
59
+ | Posenet-Mobilenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.321 ms | 1 - 19 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
60
+ | Posenet-Mobilenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.831 ms | 0 - 20 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
61
  | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.966 ms | 0 - 37 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
62
+ | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.935 ms | 2 - 29 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
63
+ | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.224 ms | 0 - 29 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
64
  | Posenet-Mobilenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.971 ms | 0 - 29 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
65
+ | Posenet-Mobilenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.93 ms | 2 - 22 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
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+ | Posenet-Mobilenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.286 ms | 2 - 26 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
67
+ | Posenet-Mobilenet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.508 ms | 30 - 30 MB | NPU | [Posenet-Mobilenet.dlc](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.dlc) |
68
+ | Posenet-Mobilenet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.859 ms | 6 - 6 MB | NPU | [Posenet-Mobilenet.onnx.zip](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx.zip) |
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- onnx:
8
- qairt: 2.33.2.250410134701_117956
9
- onnx_runtime: 1.22.0
 
 
 
 
 
 
 
 
 
 
tool-versions.yaml ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ tool_versions:
2
+ onnx:
3
+ qairt: 2.36.4.250725200057_123280
4
+ onnx_runtime: 1.22.0