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Posenet-Mobilenet

Keypoint Detection
PyTorch
LiteRT
ONNX
android
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v0.29.1

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.29.1 for changelog.

Files changed (5) hide show
  1. Posenet-Mobilenet_w8a8.bin +0 -3
  2. Posenet-Mobilenet.so → Posenet-Mobilenet_w8a8.onnx +2 -2
  3. Posenet-Mobilenet_w8a8.so +0 -3
  4. Posenet-Mobilenet.bin → Posenet-Mobilenet_w8a8.tflite +2 -2
  5. README.md +59 -59
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README.md CHANGED
@@ -35,67 +35,67 @@ 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
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  |---|---|---|---|---|---|---|---|---|
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- | Posenet-Mobilenet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.741 ms | 0 - 20 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 7.652 ms | 2 - 11 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.28 ms | 0 - 25 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 | 2.376 ms | 2 - 30 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.377 ms | 0 - 43 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 | 1.323 ms | 2 - 4 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.369 ms | 0 - 22 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 | 2.317 ms | 2 - 16 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.741 ms | 0 - 20 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 7.652 ms | 2 - 11 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.386 ms | 0 - 44 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 | 1.32 ms | 2 - 4 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.797 ms | 0 - 19 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.721 ms | 0 - 20 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.377 ms | 0 - 42 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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  | Posenet-Mobilenet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.319 ms | 2 - 4 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.369 ms | 0 - 22 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 2.317 ms | 2 - 16 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.381 ms | 0 - 43 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 | 1.322 ms | 0 - 19 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.823 ms | 0 - 30 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
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  | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.959 ms | 0 - 30 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 S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.934 ms | 0 - 24 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.217 ms | 0 - 29 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
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- | Posenet-Mobilenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.964 ms | 0 - 21 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.927 ms | 2 - 16 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.238 ms | 2 - 22 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
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- | Posenet-Mobilenet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.496 ms | 2 - 2 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.067 ms | 6 - 6 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
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- | Posenet-Mobilenet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.129 ms | 0 - 20 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
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- | Posenet-Mobilenet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 1.546 ms | 0 - 10 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.119 ms | 0 - 32 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
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- | Posenet-Mobilenet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.802 ms | 0 - 32 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.868 ms | 0 - 20 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
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  | Posenet-Mobilenet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.495 ms | 0 - 4 MB | NPU | Use Export Script |
73
- | Posenet-Mobilenet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.156 ms | 0 - 23 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
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- | Posenet-Mobilenet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.716 ms | 0 - 15 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.729 ms | 0 - 32 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
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- | Posenet-Mobilenet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 2.936 ms | 0 - 12 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 27.853 ms | 0 - 3 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
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- | Posenet-Mobilenet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.129 ms | 0 - 20 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
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- | Posenet-Mobilenet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 1.546 ms | 0 - 10 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.864 ms | 0 - 19 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
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- | Posenet-Mobilenet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.499 ms | 0 - 3 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.545 ms | 0 - 24 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
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- | Posenet-Mobilenet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.122 ms | 0 - 18 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.856 ms | 0 - 20 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
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- | Posenet-Mobilenet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.492 ms | 0 - 2 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.156 ms | 0 - 23 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
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- | Posenet-Mobilenet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.716 ms | 0 - 15 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.867 ms | 0 - 19 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
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- | Posenet-Mobilenet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.498 ms | 0 - 23 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 119.1 ms | 0 - 294 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.onnx) |
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- | Posenet-Mobilenet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.6 ms | 0 - 31 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
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- | Posenet-Mobilenet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.348 ms | 0 - 33 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 91.608 ms | 37 - 1002 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.onnx) |
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- | Posenet-Mobilenet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.551 ms | 0 - 23 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
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- | Posenet-Mobilenet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.39 ms | 0 - 32 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 83.313 ms | 19 - 975 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.onnx) |
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- | Posenet-Mobilenet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.606 ms | 0 - 0 MB | NPU | Use Export Script |
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- | Posenet-Mobilenet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 122.424 ms | 65 - 65 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.onnx) |
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@@ -159,7 +159,7 @@ Profiling Results
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  Posenet-Mobilenet
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  Device : cs_8275 (ANDROID 14)
161
  Runtime : TFLITE
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- Estimated inference time (ms) : 7.7
163
  Estimated peak memory usage (MB): [0, 20]
164
  Total # Ops : 41
165
  Compute Unit(s) : npu (41 ops) gpu (0 ops) cpu (0 ops)
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | Posenet-Mobilenet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.759 ms | 0 - 20 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 53.637 ms | 2 - 11 MB | NPU | Use Export Script |
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+ | Posenet-Mobilenet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.301 ms | 0 - 30 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 | 2.418 ms | 2 - 26 MB | NPU | Use Export Script |
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+ | Posenet-Mobilenet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.383 ms | 0 - 43 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 | 1.316 ms | 2 - 4 MB | NPU | Use Export Script |
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+ | Posenet-Mobilenet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.401 ms | 0 - 22 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 | 2.316 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | Posenet-Mobilenet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.759 ms | 0 - 20 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 53.637 ms | 2 - 11 MB | NPU | Use Export Script |
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+ | Posenet-Mobilenet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.372 ms | 0 - 44 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 | 1.317 ms | 2 - 4 MB | NPU | Use Export Script |
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+ | Posenet-Mobilenet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.751 ms | 0 - 18 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.726 ms | 0 - 19 MB | NPU | Use Export Script |
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+ | Posenet-Mobilenet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.38 ms | 0 - 42 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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  | Posenet-Mobilenet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.319 ms | 2 - 4 MB | NPU | Use Export Script |
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+ | Posenet-Mobilenet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.401 ms | 0 - 22 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 2.316 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | Posenet-Mobilenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.382 ms | 0 - 42 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 | 1.324 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | Posenet-Mobilenet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.804 ms | 0 - 29 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
59
  | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.959 ms | 0 - 30 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
60
+ | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.933 ms | 0 - 26 MB | NPU | Use Export Script |
61
+ | Posenet-Mobilenet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.242 ms | 0 - 28 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
62
+ | Posenet-Mobilenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.965 ms | 0 - 21 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
63
+ | Posenet-Mobilenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.928 ms | 2 - 22 MB | NPU | Use Export Script |
64
+ | Posenet-Mobilenet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.208 ms | 2 - 22 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
65
+ | Posenet-Mobilenet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.5 ms | 2 - 2 MB | NPU | Use Export Script |
66
+ | Posenet-Mobilenet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.048 ms | 6 - 6 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
67
+ | Posenet-Mobilenet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.113 ms | 0 - 20 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
68
+ | Posenet-Mobilenet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 1.545 ms | 0 - 10 MB | NPU | Use Export Script |
69
+ | Posenet-Mobilenet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.105 ms | 0 - 35 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
70
+ | Posenet-Mobilenet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.842 ms | 0 - 33 MB | NPU | Use Export Script |
71
+ | Posenet-Mobilenet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.866 ms | 0 - 19 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
72
  | Posenet-Mobilenet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.495 ms | 0 - 4 MB | NPU | Use Export Script |
73
+ | Posenet-Mobilenet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.153 ms | 0 - 22 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
74
+ | Posenet-Mobilenet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.718 ms | 0 - 15 MB | NPU | Use Export Script |
75
+ | Posenet-Mobilenet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.733 ms | 0 - 27 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
76
+ | Posenet-Mobilenet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 2.841 ms | 0 - 13 MB | NPU | Use Export Script |
77
+ | Posenet-Mobilenet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 28.607 ms | 0 - 3 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
78
+ | Posenet-Mobilenet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.113 ms | 0 - 20 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
79
+ | Posenet-Mobilenet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 1.545 ms | 0 - 10 MB | NPU | Use Export Script |
80
+ | Posenet-Mobilenet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.866 ms | 0 - 21 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
81
+ | Posenet-Mobilenet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.488 ms | 0 - 2 MB | NPU | Use Export Script |
82
+ | Posenet-Mobilenet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.552 ms | 0 - 26 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
83
+ | Posenet-Mobilenet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.123 ms | 0 - 18 MB | NPU | Use Export Script |
84
+ | Posenet-Mobilenet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.865 ms | 0 - 19 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
85
+ | Posenet-Mobilenet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.488 ms | 0 - 2 MB | NPU | Use Export Script |
86
+ | Posenet-Mobilenet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.153 ms | 0 - 22 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
87
+ | Posenet-Mobilenet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.718 ms | 0 - 15 MB | NPU | Use Export Script |
88
+ | Posenet-Mobilenet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.869 ms | 0 - 20 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
89
+ | Posenet-Mobilenet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.501 ms | 0 - 22 MB | NPU | Use Export Script |
90
+ | Posenet-Mobilenet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 116.652 ms | 38 - 168 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.onnx) |
91
+ | Posenet-Mobilenet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.598 ms | 0 - 32 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
92
+ | Posenet-Mobilenet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.356 ms | 0 - 30 MB | NPU | Use Export Script |
93
+ | Posenet-Mobilenet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 91.963 ms | 26 - 995 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.onnx) |
94
+ | Posenet-Mobilenet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.504 ms | 0 - 33 MB | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.tflite) |
95
+ | Posenet-Mobilenet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.351 ms | 0 - 28 MB | NPU | Use Export Script |
96
+ | Posenet-Mobilenet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 95.671 ms | 17 - 972 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.onnx) |
97
+ | Posenet-Mobilenet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.613 ms | 0 - 0 MB | NPU | Use Export Script |
98
+ | Posenet-Mobilenet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 177.807 ms | 63 - 63 MB | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet_w8a8.onnx) |
99
 
100
 
101
 
 
159
  Posenet-Mobilenet
160
  Device : cs_8275 (ANDROID 14)
161
  Runtime : TFLITE
162
+ Estimated inference time (ms) : 7.8
163
  Estimated peak memory usage (MB): [0, 20]
164
  Total # Ops : 41
165
  Compute Unit(s) : npu (41 ops) gpu (0 ops) cpu (0 ops)