Hugging Face's logo

qualcomm
/
QuickSRNetLarge-Quantized

Image-to-Image
PyTorch
LiteRT
ONNX
quantized
android
Model card Files Community
qaihm-bot commited on
Commit
56e04d8
·
verified ·
1 Parent(s): 04b7493

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +33 -31
README.md CHANGED
@@ -35,36 +35,38 @@ 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
- | QuickSRNetLarge-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.448 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
39
- | QuickSRNetLarge-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.637 ms | 0 - 2 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.so) |
40
- | QuickSRNetLarge-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 14.652 ms | 18 - 32 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.onnx) |
41
- | QuickSRNetLarge-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.072 ms | 0 - 22 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
42
- | QuickSRNetLarge-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.4 ms | 0 - 19 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.so) |
43
- | QuickSRNetLarge-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.4 ms | 23 - 47 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.onnx) |
44
- | QuickSRNetLarge-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.382 ms | 0 - 25 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
45
- | QuickSRNetLarge-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.572 ms | 0 - 23 MB | INT8 | NPU | Use Export Script |
46
- | QuickSRNetLarge-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 10.619 ms | 21 - 43 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.onnx) |
47
- | QuickSRNetLarge-Quantized | SA7255P ADP | SA7255P | QNN | 11.535 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
48
- | QuickSRNetLarge-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.446 ms | 0 - 3918 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
49
- | QuickSRNetLarge-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.614 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
50
- | QuickSRNetLarge-Quantized | SA8295P ADP | SA8295P | TFLITE | 4.547 ms | 2 - 21 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
51
- | QuickSRNetLarge-Quantized | SA8295P ADP | SA8295P | QNN | 1.3 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
52
- | QuickSRNetLarge-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.466 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
53
- | QuickSRNetLarge-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.634 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
54
- | QuickSRNetLarge-Quantized | SA8775P ADP | SA8775P | TFLITE | 2.551 ms | 0 - 14 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
55
- | QuickSRNetLarge-Quantized | SA8775P ADP | SA8775P | QNN | 0.989 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
56
- | QuickSRNetLarge-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 3.833 ms | 2 - 20 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
57
- | QuickSRNetLarge-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 2.943 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
58
- | QuickSRNetLarge-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 40.775 ms | 2 - 3 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
59
- | QuickSRNetLarge-Quantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 11.535 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
60
- | QuickSRNetLarge-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.453 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
61
- | QuickSRNetLarge-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.652 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
62
- | QuickSRNetLarge-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.551 ms | 0 - 14 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
63
- | QuickSRNetLarge-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.989 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
64
- | QuickSRNetLarge-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.379 ms | 2 - 24 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
65
- | QuickSRNetLarge-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.91 ms | 0 - 19 MB | INT8 | NPU | Use Export Script |
66
- | QuickSRNetLarge-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.74 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
67
- | QuickSRNetLarge-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.025 ms | 33 - 33 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.onnx) |
 
 
68
 
69
 
70
 
@@ -74,7 +76,7 @@ More details on model performance across various devices, can be found
74
 
75
  Install the package via pip:
76
  ```bash
77
- pip install "qai-hub-models[quicksrnetlarge-quantized]"
78
  ```
79
 
80
 
 
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | QuickSRNetLarge-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.447 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
39
+ | QuickSRNetLarge-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.636 ms | 0 - 2 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.so) |
40
+ | QuickSRNetLarge-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 15.347 ms | 18 - 31 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.onnx) |
41
+ | QuickSRNetLarge-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.13 ms | 7 - 29 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
42
+ | QuickSRNetLarge-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.401 ms | 0 - 18 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.so) |
43
+ | QuickSRNetLarge-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.318 ms | 23 - 48 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.onnx) |
44
+ | QuickSRNetLarge-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.572 ms | 1 - 21 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
45
+ | QuickSRNetLarge-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.533 ms | 0 - 20 MB | INT8 | NPU | Use Export Script |
46
+ | QuickSRNetLarge-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 10.197 ms | 22 - 44 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.onnx) |
47
+ | QuickSRNetLarge-Quantized | SA7255P ADP | SA7255P | TFLITE | 15.739 ms | 2 - 15 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
48
+ | QuickSRNetLarge-Quantized | SA7255P ADP | SA7255P | QNN | 11.499 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
49
+ | QuickSRNetLarge-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.425 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
50
+ | QuickSRNetLarge-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.618 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
51
+ | QuickSRNetLarge-Quantized | SA8295P ADP | SA8295P | TFLITE | 4.59 ms | 2 - 21 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
52
+ | QuickSRNetLarge-Quantized | SA8295P ADP | SA8295P | QNN | 1.332 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
53
+ | QuickSRNetLarge-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.437 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
54
+ | QuickSRNetLarge-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.624 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
55
+ | QuickSRNetLarge-Quantized | SA8775P ADP | SA8775P | TFLITE | 2.526 ms | 0 - 13 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
56
+ | QuickSRNetLarge-Quantized | SA8775P ADP | SA8775P | QNN | 0.991 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
57
+ | QuickSRNetLarge-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 4.5 ms | 2 - 24 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
58
+ | QuickSRNetLarge-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 2.923 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
59
+ | QuickSRNetLarge-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 35.476 ms | 2 - 4 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
60
+ | QuickSRNetLarge-Quantized | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 15.739 ms | 2 - 15 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
61
+ | QuickSRNetLarge-Quantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 11.499 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
62
+ | QuickSRNetLarge-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.436 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
63
+ | QuickSRNetLarge-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.615 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
64
+ | QuickSRNetLarge-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.526 ms | 0 - 13 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
65
+ | QuickSRNetLarge-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.991 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
66
+ | QuickSRNetLarge-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.347 ms | 2 - 23 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
67
+ | QuickSRNetLarge-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.969 ms | 0 - 26 MB | INT8 | NPU | Use Export Script |
68
+ | QuickSRNetLarge-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.725 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
69
+ | QuickSRNetLarge-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.126 ms | 33 - 33 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.onnx) |
70
 
71
 
72
 
 
76
 
77
  Install the package via pip:
78
  ```bash
79
+ pip install qai-hub-models
80
  ```
81
 
82