Hugging Face's logo

qualcomm
/
QuickSRNetLarge

Image-to-Image
PyTorch
LiteRT
ONNX
android
Model card Files Community
qaihm-bot commited on
Commit
fdd1698
·
verified ·
1 Parent(s): 70cc23d

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +61 -61
README.md CHANGED
@@ -35,67 +35,67 @@ More details on model performance across various devices, can be found
35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
- | QuickSRNetLarge | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.189 ms | 3 - 16 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
39
- | QuickSRNetLarge | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 11.887 ms | 0 - 10 MB | NPU | Use Export Script |
40
- | QuickSRNetLarge | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.619 ms | 6 - 28 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
41
- | QuickSRNetLarge | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 3.415 ms | 0 - 30 MB | NPU | Use Export Script |
42
- | QuickSRNetLarge | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.438 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
43
- | QuickSRNetLarge | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.96 ms | 0 - 12 MB | NPU | Use Export Script |
44
- | QuickSRNetLarge | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.428 ms | 6 - 22 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
45
- | QuickSRNetLarge | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 3.46 ms | 0 - 15 MB | NPU | Use Export Script |
46
- | QuickSRNetLarge | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 14.189 ms | 3 - 16 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
47
- | QuickSRNetLarge | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 11.887 ms | 0 - 10 MB | NPU | Use Export Script |
48
- | QuickSRNetLarge | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.506 ms | 0 - 4 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
49
- | QuickSRNetLarge | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 2.005 ms | 0 - 3 MB | NPU | Use Export Script |
50
- | QuickSRNetLarge | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.701 ms | 6 - 24 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
51
- | QuickSRNetLarge | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 3.743 ms | 0 - 6 MB | NPU | Use Export Script |
52
- | QuickSRNetLarge | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.585 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
53
- | QuickSRNetLarge | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 2.003 ms | 0 - 2 MB | NPU | Use Export Script |
54
- | QuickSRNetLarge | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.428 ms | 6 - 22 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
55
- | QuickSRNetLarge | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 3.46 ms | 0 - 15 MB | NPU | Use Export Script |
56
- | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.578 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
57
- | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 2.003 ms | 0 - 5 MB | NPU | Use Export Script |
58
- | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.506 ms | 0 - 7 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
59
- | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.673 ms | 0 - 28 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
60
- | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.326 ms | 0 - 26 MB | NPU | Use Export Script |
61
- | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.686 ms | 0 - 26 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
62
- | QuickSRNetLarge | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.955 ms | 0 - 19 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
63
- | QuickSRNetLarge | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.348 ms | 0 - 17 MB | NPU | Use Export Script |
64
- | QuickSRNetLarge | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.764 ms | 0 - 17 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
65
  | QuickSRNetLarge | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.163 ms | 0 - 0 MB | NPU | Use Export Script |
66
- | QuickSRNetLarge | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.488 ms | 7 - 7 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
67
- | QuickSRNetLarge | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.406 ms | 2 - 14 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
68
- | QuickSRNetLarge | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 2.023 ms | 0 - 10 MB | NPU | Use Export Script |
69
- | QuickSRNetLarge | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.157 ms | 0 - 27 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
70
- | QuickSRNetLarge | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.963 ms | 0 - 22 MB | NPU | Use Export Script |
71
- | QuickSRNetLarge | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.426 ms | 0 - 6 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
72
- | QuickSRNetLarge | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.621 ms | 0 - 2 MB | NPU | Use Export Script |
73
- | QuickSRNetLarge | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.123 ms | 0 - 17 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
74
- | QuickSRNetLarge | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.824 ms | 0 - 15 MB | NPU | Use Export Script |
75
- | QuickSRNetLarge | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.974 ms | 2 - 18 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
76
- | QuickSRNetLarge | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 3.049 ms | 0 - 11 MB | NPU | Use Export Script |
77
- | QuickSRNetLarge | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 36.298 ms | 2 - 3 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
78
- | QuickSRNetLarge | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.406 ms | 2 - 14 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
79
- | QuickSRNetLarge | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 2.023 ms | 0 - 10 MB | NPU | Use Export Script |
80
- | QuickSRNetLarge | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.447 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
81
- | QuickSRNetLarge | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.62 ms | 0 - 2 MB | NPU | Use Export Script |
82
- | QuickSRNetLarge | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.303 ms | 2 - 21 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
83
- | QuickSRNetLarge | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.313 ms | 0 - 18 MB | NPU | Use Export Script |
84
- | QuickSRNetLarge | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.653 ms | 1 - 7 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
85
- | QuickSRNetLarge | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.635 ms | 0 - 2 MB | NPU | Use Export Script |
86
- | QuickSRNetLarge | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.123 ms | 0 - 17 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
87
- | QuickSRNetLarge | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.824 ms | 0 - 15 MB | NPU | Use Export Script |
88
- | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.818 ms | 0 - 6 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
89
- | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.631 ms | 0 - 7 MB | NPU | Use Export Script |
90
- | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 14.411 ms | 18 - 26 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
91
- | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.093 ms | 0 - 24 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
92
- | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.404 ms | 0 - 23 MB | NPU | Use Export Script |
93
- | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 12.33 ms | 22 - 48 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
94
- | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.241 ms | 0 - 19 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
95
- | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.419 ms | 0 - 18 MB | NPU | Use Export Script |
96
- | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 10.651 ms | 22 - 43 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
97
- | QuickSRNetLarge | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.773 ms | 0 - 0 MB | NPU | Use Export Script |
98
- | QuickSRNetLarge | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.479 ms | 33 - 33 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
99
 
100
 
101
 
@@ -160,7 +160,7 @@ QuickSRNetLarge
160
  Device : cs_8275 (ANDROID 14)
161
  Runtime : TFLITE
162
  Estimated inference time (ms) : 14.2
163
- Estimated peak memory usage (MB): [3, 16]
164
  Total # Ops : 31
165
  Compute Unit(s) : npu (28 ops) gpu (0 ops) cpu (3 ops)
166
  ```
 
35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | QuickSRNetLarge | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.197 ms | 6 - 19 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
39
+ | QuickSRNetLarge | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 11.906 ms | 0 - 10 MB | NPU | Use Export Script |
40
+ | QuickSRNetLarge | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.218 ms | 6 - 31 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
41
+ | QuickSRNetLarge | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 3.325 ms | 0 - 22 MB | NPU | Use Export Script |
42
+ | QuickSRNetLarge | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.531 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
43
+ | QuickSRNetLarge | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.992 ms | 0 - 3 MB | NPU | Use Export Script |
44
+ | QuickSRNetLarge | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.431 ms | 6 - 22 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
45
+ | QuickSRNetLarge | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 3.473 ms | 0 - 15 MB | NPU | Use Export Script |
46
+ | QuickSRNetLarge | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 14.197 ms | 6 - 19 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
47
+ | QuickSRNetLarge | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 11.906 ms | 0 - 10 MB | NPU | Use Export Script |
48
+ | QuickSRNetLarge | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.499 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
49
+ | QuickSRNetLarge | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.975 ms | 0 - 3 MB | NPU | Use Export Script |
50
+ | QuickSRNetLarge | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 5.187 ms | 6 - 24 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
51
+ | QuickSRNetLarge | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 3.808 ms | 0 - 18 MB | NPU | Use Export Script |
52
+ | QuickSRNetLarge | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.491 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
53
+ | QuickSRNetLarge | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.971 ms | 0 - 3 MB | NPU | Use Export Script |
54
+ | QuickSRNetLarge | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.431 ms | 6 - 22 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
55
+ | QuickSRNetLarge | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 3.473 ms | 0 - 15 MB | NPU | Use Export Script |
56
+ | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.449 ms | 0 - 5 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
57
+ | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 2.001 ms | 0 - 5 MB | NPU | Use Export Script |
58
+ | QuickSRNetLarge | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.589 ms | 0 - 6 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
59
+ | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.7 ms | 0 - 27 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
60
+ | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.303 ms | 0 - 26 MB | NPU | Use Export Script |
61
+ | QuickSRNetLarge | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.667 ms | 0 - 28 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
62
+ | QuickSRNetLarge | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.965 ms | 0 - 19 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
63
+ | QuickSRNetLarge | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.114 ms | 0 - 16 MB | NPU | Use Export Script |
64
+ | QuickSRNetLarge | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.466 ms | 1 - 19 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
65
  | QuickSRNetLarge | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.163 ms | 0 - 0 MB | NPU | Use Export Script |
66
+ | QuickSRNetLarge | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.497 ms | 7 - 7 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
67
+ | QuickSRNetLarge | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.239 ms | 1 - 14 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
68
+ | QuickSRNetLarge | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 2.0 ms | 0 - 10 MB | NPU | Use Export Script |
69
+ | QuickSRNetLarge | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.1 ms | 2 - 26 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
70
+ | QuickSRNetLarge | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.967 ms | 0 - 28 MB | NPU | Use Export Script |
71
+ | QuickSRNetLarge | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.219 ms | 1 - 8 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
72
+ | QuickSRNetLarge | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.616 ms | 0 - 3 MB | NPU | Use Export Script |
73
+ | QuickSRNetLarge | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.17 ms | 0 - 16 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
74
+ | QuickSRNetLarge | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.84 ms | 0 - 15 MB | NPU | Use Export Script |
75
+ | QuickSRNetLarge | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.25 ms | 2 - 18 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
76
+ | QuickSRNetLarge | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 2.907 ms | 0 - 14 MB | NPU | Use Export Script |
77
+ | QuickSRNetLarge | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 39.689 ms | 1 - 4 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
78
+ | QuickSRNetLarge | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.239 ms | 1 - 14 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
79
+ | QuickSRNetLarge | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 2.0 ms | 0 - 10 MB | NPU | Use Export Script |
80
+ | QuickSRNetLarge | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.359 ms | 1 - 7 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
81
+ | QuickSRNetLarge | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.617 ms | 0 - 3 MB | NPU | Use Export Script |
82
+ | QuickSRNetLarge | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.51 ms | 0 - 19 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
83
+ | QuickSRNetLarge | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.322 ms | 0 - 17 MB | NPU | Use Export Script |
84
+ | QuickSRNetLarge | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.457 ms | 0 - 6 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
85
+ | QuickSRNetLarge | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.619 ms | 0 - 2 MB | NPU | Use Export Script |
86
+ | QuickSRNetLarge | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.17 ms | 0 - 16 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
87
+ | QuickSRNetLarge | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.84 ms | 0 - 15 MB | NPU | Use Export Script |
88
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.445 ms | 0 - 6 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
89
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.623 ms | 0 - 7 MB | NPU | Use Export Script |
90
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 14.18 ms | 21 - 32 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
91
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.081 ms | 0 - 22 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
92
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.404 ms | 0 - 24 MB | NPU | Use Export Script |
93
+ | QuickSRNetLarge | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 11.847 ms | 23 - 48 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
94
+ | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.307 ms | 0 - 21 MB | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.tflite) |
95
+ | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.427 ms | 0 - 20 MB | NPU | Use Export Script |
96
+ | QuickSRNetLarge | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 10.438 ms | 20 - 41 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
97
+ | QuickSRNetLarge | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.728 ms | 0 - 0 MB | NPU | Use Export Script |
98
+ | QuickSRNetLarge | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.71 ms | 33 - 33 MB | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge_w8a8.onnx) |
99
 
100
 
101
 
 
160
  Device : cs_8275 (ANDROID 14)
161
  Runtime : TFLITE
162
  Estimated inference time (ms) : 14.2
163
+ Estimated peak memory usage (MB): [6, 19]
164
  Total # Ops : 31
165
  Compute Unit(s) : npu (28 ops) gpu (0 ops) cpu (3 ops)
166
  ```