Hugging Face's logo

qualcomm
/
QuickSRNetMedium

Image-to-Image
PyTorch
LiteRT
ONNX
android
Model card Files Community
qaihm-bot commited on
Commit
2ed7b8f
·
verified ·
1 Parent(s): df00d1b

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +29 -29
README.md CHANGED
@@ -34,35 +34,35 @@ More details on model performance across various devices, can be found
34
 
35
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
- | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.353 ms | 0 - 10 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
38
- | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.921 ms | 0 - 3 MB | FP16 | NPU | [QuickSRNetMedium.so](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.so) |
39
- | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.544 ms | 0 - 8 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
40
- | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.845 ms | 0 - 19 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
41
- | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.719 ms | 0 - 15 MB | FP16 | NPU | [QuickSRNetMedium.so](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.so) |
42
- | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.047 ms | 0 - 20 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
43
- | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.107 ms | 0 - 17 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
44
- | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.579 ms | 0 - 16 MB | FP16 | NPU | Use Export Script |
45
- | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.928 ms | 0 - 17 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
46
- | QuickSRNetMedium | SA7255P ADP | SA7255P | TFLITE | 16.136 ms | 6 - 14 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
47
- | QuickSRNetMedium | SA7255P ADP | SA7255P | QNN | 13.931 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
48
- | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.519 ms | 0 - 3 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
49
- | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.932 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
50
- | QuickSRNetMedium | SA8295P ADP | SA8295P | TFLITE | 2.173 ms | 0 - 12 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
51
- | QuickSRNetMedium | SA8295P ADP | SA8295P | QNN | 2.017 ms | 0 - 13 MB | FP16 | NPU | Use Export Script |
52
- | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.333 ms | 0 - 10 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
53
- | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.934 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
54
- | QuickSRNetMedium | SA8775P ADP | SA8775P | TFLITE | 2.444 ms | 1 - 9 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
55
- | QuickSRNetMedium | SA8775P ADP | SA8775P | QNN | 1.908 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
56
- | QuickSRNetMedium | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 16.136 ms | 6 - 14 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
57
- | QuickSRNetMedium | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 13.931 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
58
- | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.399 ms | 0 - 10 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
59
- | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.917 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
60
- | QuickSRNetMedium | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.444 ms | 1 - 9 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
61
- | QuickSRNetMedium | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.908 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
62
- | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.827 ms | 1 - 22 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
63
- | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.258 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
64
- | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.026 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
65
- | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.515 ms | 9 - 9 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
66
 
67
 
68
 
 
34
 
35
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
+ | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.396 ms | 0 - 10 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
38
+ | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.864 ms | 0 - 3 MB | FP16 | NPU | [QuickSRNetMedium.so](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.so) |
39
+ | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.475 ms | 2 - 8 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
40
+ | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.898 ms | 0 - 20 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
41
+ | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.491 ms | 0 - 21 MB | FP16 | NPU | [QuickSRNetMedium.so](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.so) |
42
+ | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.89 ms | 0 - 26 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
43
+ | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.091 ms | 0 - 21 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
44
+ | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.597 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
45
+ | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.924 ms | 0 - 17 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
46
+ | QuickSRNetMedium | SA7255P ADP | SA7255P | TFLITE | 16.193 ms | 2 - 11 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
47
+ | QuickSRNetMedium | SA7255P ADP | SA7255P | QNN | 13.604 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
48
+ | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.361 ms | 0 - 9 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
49
+ | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.855 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
50
+ | QuickSRNetMedium | SA8295P ADP | SA8295P | TFLITE | 2.194 ms | 0 - 16 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
51
+ | QuickSRNetMedium | SA8295P ADP | SA8295P | QNN | 1.467 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
52
+ | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.388 ms | 0 - 9 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
53
+ | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.85 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
54
+ | QuickSRNetMedium | SA8775P ADP | SA8775P | TFLITE | 2.441 ms | 0 - 12 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
55
+ | QuickSRNetMedium | SA8775P ADP | SA8775P | QNN | 1.534 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
56
+ | QuickSRNetMedium | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 16.193 ms | 2 - 11 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
57
+ | QuickSRNetMedium | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 13.604 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
58
+ | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.389 ms | 0 - 10 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
59
+ | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.843 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
60
+ | QuickSRNetMedium | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.441 ms | 0 - 12 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
61
+ | QuickSRNetMedium | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.534 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
62
+ | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.991 ms | 6 - 21 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
63
+ | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.165 ms | 0 - 16 MB | FP16 | NPU | Use Export Script |
64
+ | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.951 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
65
+ | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.503 ms | 8 - 8 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
66
 
67
 
68