Hugging Face's logo

qualcomm
/
FaceAttribNet

Object Detection
PyTorch
TF Lite
ONNX
real_time
android
Model card Files Community
qaihm-bot commited on
Commit
2f85f0b
·
verified ·
1 Parent(s): 011df94

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +23 -23
README.md CHANGED
@@ -35,29 +35,29 @@ More details on model performance across various devices, can be found
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
- | FaceAttribNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.971 ms | 0 - 2 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
39
- | FaceAttribNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.039 ms | 0 - 8 MB | FP16 | NPU | [FaceAttribNet.so](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.so) |
40
- | FaceAttribNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.208 ms | 0 - 30 MB | FP16 | NPU | [FaceAttribNet.onnx](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.onnx) |
41
- | FaceAttribNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.728 ms | 0 - 113 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
42
- | FaceAttribNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.778 ms | 0 - 24 MB | FP16 | NPU | [FaceAttribNet.so](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.so) |
43
- | FaceAttribNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.911 ms | 0 - 113 MB | FP16 | NPU | [FaceAttribNet.onnx](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.onnx) |
44
- | FaceAttribNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.581 ms | 0 - 60 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
45
- | FaceAttribNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.704 ms | 0 - 20 MB | FP16 | NPU | Use Export Script |
46
- | FaceAttribNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.858 ms | 0 - 62 MB | FP16 | NPU | [FaceAttribNet.onnx](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.onnx) |
47
- | FaceAttribNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.946 ms | 0 - 2 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
48
- | FaceAttribNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.003 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
49
- | FaceAttribNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.967 ms | 0 - 2 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
50
- | FaceAttribNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.004 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
51
- | FaceAttribNet | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 0.962 ms | 0 - 2 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
52
- | FaceAttribNet | SA8775 (Proxy) | SA8775P Proxy | QNN | 1.0 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
53
- | FaceAttribNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.976 ms | 0 - 2 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
54
- | FaceAttribNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.003 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
55
- | FaceAttribNet | SA8295P ADP | SA8295P | TFLITE | 1.642 ms | 0 - 52 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
56
- | FaceAttribNet | SA8295P ADP | SA8295P | QNN | 1.727 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
57
- | FaceAttribNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.256 ms | 0 - 101 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
58
- | FaceAttribNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.376 ms | 0 - 19 MB | FP16 | NPU | Use Export Script |
59
- | FaceAttribNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.125 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
60
- | FaceAttribNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.167 ms | 27 - 27 MB | FP16 | NPU | [FaceAttribNet.onnx](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.onnx) |
61
 
62
 
63
 
 
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | FaceAttribNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.957 ms | 0 - 2 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
39
+ | FaceAttribNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.041 ms | 0 - 8 MB | FP16 | NPU | [FaceAttribNet.so](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.so) |
40
+ | FaceAttribNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.2 ms | 0 - 364 MB | FP16 | NPU | [FaceAttribNet.onnx](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.onnx) |
41
+ | FaceAttribNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.71 ms | 0 - 110 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
42
+ | FaceAttribNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.781 ms | 0 - 20 MB | FP16 | NPU | [FaceAttribNet.so](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.so) |
43
+ | FaceAttribNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.907 ms | 0 - 113 MB | FP16 | NPU | [FaceAttribNet.onnx](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.onnx) |
44
+ | FaceAttribNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.658 ms | 0 - 60 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
45
+ | FaceAttribNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.702 ms | 0 - 21 MB | FP16 | NPU | Use Export Script |
46
+ | FaceAttribNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.76 ms | 0 - 61 MB | FP16 | NPU | [FaceAttribNet.onnx](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.onnx) |
47
+ | FaceAttribNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.947 ms | 0 - 1 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
48
+ | FaceAttribNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.998 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
49
+ | FaceAttribNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.977 ms | 0 - 2 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
50
+ | FaceAttribNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.001 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
51
+ | FaceAttribNet | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 0.978 ms | 0 - 2 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
52
+ | FaceAttribNet | SA8775 (Proxy) | SA8775P Proxy | QNN | 0.998 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
53
+ | FaceAttribNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.987 ms | 0 - 2 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
54
+ | FaceAttribNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.996 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
55
+ | FaceAttribNet | SA8295P ADP | SA8295P | TFLITE | 1.663 ms | 0 - 52 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
56
+ | FaceAttribNet | SA8295P ADP | SA8295P | QNN | 1.742 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
57
+ | FaceAttribNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.258 ms | 0 - 102 MB | FP16 | NPU | [FaceAttribNet.tflite](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.tflite) |
58
+ | FaceAttribNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.356 ms | 0 - 21 MB | FP16 | NPU | Use Export Script |
59
+ | FaceAttribNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.14 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
60
+ | FaceAttribNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.213 ms | 27 - 27 MB | FP16 | NPU | [FaceAttribNet.onnx](https://huggingface.co/qualcomm/FaceAttribNet/blob/main/FaceAttribNet.onnx) |
61
 
62
 
63