Hugging Face's logo

qualcomm
/
QuickSRNetMedium

Image-to-Image
PyTorch
LiteRT
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
2584ed3
·
verified ·
1 Parent(s): 9d8427f

v0.42.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.42.0 for changelog.

Files changed (5) hide show
  1. QuickSRNetMedium_float.dlc +2 -2
  2. QuickSRNetMedium_float.onnx.zip +1 -1
  3. QuickSRNetMedium_w8a8.dlc +2 -2
  4. README.md +63 -60
  5. tool-versions.yaml +1 -1
QuickSRNetMedium_float.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:158139e3e73c49f7102404e5d69dad50d8cde23a5d27ade208461683022d0d37
3
- size 274292
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5b187262ff98d616799c8191c6fa2dcab809ab79aa762644141375137c1fa4d2
3
+ size 274388
QuickSRNetMedium_float.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7f1f520ba8096883185ab9cc543932d62997f4f33fd1b3f5e106acadc6d96d10
3
  size 231587
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1e7cccec585914302ced86f86cff4ecae478415f5ec27d132f141173fb8fff58
3
  size 231587
QuickSRNetMedium_w8a8.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e6b669ff66b335ff82be0b9531c7033a42d51f3db607c22eaed705349ddebf05
3
- size 106116
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:457177dac18f46eab6aa9092c3c02588d8a8f57ba44d92ca1c56055dc7aee96c
3
+ size 106220
README.md CHANGED
@@ -36,62 +36,65 @@ More details on model performance across various devices, can be found
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
- | QuickSRNetMedium | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.986 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
40
- | QuickSRNetMedium | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.509 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
41
- | QuickSRNetMedium | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.295 ms | 0 - 23 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
42
- | QuickSRNetMedium | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.151 ms | 0 - 25 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
43
- | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.059 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
44
- | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.773 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
45
- | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.19 ms | 0 - 8 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
46
- | QuickSRNetMedium | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.86 ms | 3 - 18 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
47
- | QuickSRNetMedium | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.262 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
48
- | QuickSRNetMedium | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.986 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
49
- | QuickSRNetMedium | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.509 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
50
- | QuickSRNetMedium | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.062 ms | 0 - 5 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
51
- | QuickSRNetMedium | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.777 ms | 0 - 4 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
52
- | QuickSRNetMedium | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.75 ms | 0 - 21 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
53
- | QuickSRNetMedium | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.58 ms | 0 - 21 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
54
- | QuickSRNetMedium | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.069 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
55
- | QuickSRNetMedium | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.788 ms | 0 - 7 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
56
- | QuickSRNetMedium | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.86 ms | 3 - 18 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
57
- | QuickSRNetMedium | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.262 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
58
- | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.658 ms | 0 - 25 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
59
- | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.481 ms | 0 - 24 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
60
- | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.776 ms | 0 - 23 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
61
- | QuickSRNetMedium | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.485 ms | 0 - 21 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
62
- | QuickSRNetMedium | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.373 ms | 0 - 24 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
63
- | QuickSRNetMedium | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.613 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
64
- | QuickSRNetMedium | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.433 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
65
- | QuickSRNetMedium | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.376 ms | 0 - 19 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
66
- | QuickSRNetMedium | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.566 ms | 3 - 20 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
67
- | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.904 ms | 0 - 0 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
68
- | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.112 ms | 8 - 8 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
69
- | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.981 ms | 1 - 16 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
70
- | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.868 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
71
- | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.519 ms | 0 - 26 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
72
- | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.523 ms | 0 - 27 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
73
- | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.439 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
74
- | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.339 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
75
- | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.628 ms | 1 - 16 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
76
- | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.536 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
77
- | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 12.506 ms | 4 - 28 MB | GPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
78
- | QuickSRNetMedium | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 13.051 ms | 1 - 3 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
79
- | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.981 ms | 1 - 16 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
80
- | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.868 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
81
- | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.435 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
82
- | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.337 ms | 0 - 11 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
83
- | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.848 ms | 1 - 22 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
84
- | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.727 ms | 0 - 21 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
85
- | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.414 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
86
- | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.361 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
87
- | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.628 ms | 1 - 16 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
88
- | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.536 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
89
- | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.278 ms | 0 - 28 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
90
- | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.233 ms | 0 - 26 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
91
- | QuickSRNetMedium | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.229 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
92
- | QuickSRNetMedium | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.179 ms | 0 - 18 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
93
- | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.176 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
94
- | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.153 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
 
 
 
95
  | QuickSRNetMedium | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.447 ms | 6 - 6 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
96
 
97
 
@@ -106,9 +109,9 @@ pip install qai-hub-models
106
  ```
107
 
108
 
109
- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
110
 
111
- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
112
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
113
 
114
  With this API token, you can configure your client to run models on the cloud
@@ -116,7 +119,7 @@ hosted devices.
116
  ```bash
117
  qai-hub configure --api_token API_TOKEN
118
  ```
119
- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
120
 
121
 
122
 
@@ -227,7 +230,7 @@ With the output of the model, you can compute like PSNR, relative errors or
227
  spot check the output with expected output.
228
 
229
  **Note**: This on-device profiling and inference requires access to Qualcomm®
230
- AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
231
 
232
 
233
 
 
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | QuickSRNetMedium | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.983 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
40
+ | QuickSRNetMedium | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.484 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
41
+ | QuickSRNetMedium | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.286 ms | 0 - 26 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
42
+ | QuickSRNetMedium | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.148 ms | 0 - 26 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
43
+ | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.057 ms | 0 - 5 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
44
+ | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.803 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
45
+ | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.213 ms | 0 - 8 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
46
+ | QuickSRNetMedium | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.891 ms | 3 - 20 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
47
+ | QuickSRNetMedium | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.181 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
48
+ | QuickSRNetMedium | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.983 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
49
+ | QuickSRNetMedium | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.484 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
50
+ | QuickSRNetMedium | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.074 ms | 0 - 5 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
51
+ | QuickSRNetMedium | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.782 ms | 2 - 8 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
52
+ | QuickSRNetMedium | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.738 ms | 0 - 21 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
53
+ | QuickSRNetMedium | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.551 ms | 0 - 22 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
54
+ | QuickSRNetMedium | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.068 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
55
+ | QuickSRNetMedium | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.781 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
56
+ | QuickSRNetMedium | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.891 ms | 3 - 20 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
57
+ | QuickSRNetMedium | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.181 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
58
+ | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.671 ms | 0 - 29 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
59
+ | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.488 ms | 0 - 28 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
60
+ | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.776 ms | 0 - 21 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
61
+ | QuickSRNetMedium | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.486 ms | 0 - 23 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
62
+ | QuickSRNetMedium | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.379 ms | 0 - 21 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
63
+ | QuickSRNetMedium | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.617 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
64
+ | QuickSRNetMedium | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.431 ms | 0 - 19 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
65
+ | QuickSRNetMedium | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.375 ms | 0 - 20 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
66
+ | QuickSRNetMedium | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.548 ms | 3 - 20 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
67
+ | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.9 ms | 1 - 1 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.dlc) |
68
+ | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.108 ms | 8 - 8 MB | NPU | [QuickSRNetMedium.onnx.zip](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx.zip) |
69
+ | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.959 ms | 1 - 17 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
70
+ | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.856 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
71
+ | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.516 ms | 1 - 26 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
72
+ | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.521 ms | 0 - 24 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
73
+ | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.466 ms | 0 - 4 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
74
+ | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.354 ms | 0 - 11 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
75
+ | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.652 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
76
+ | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.534 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
77
+ | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.016 ms | 0 - 19 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
78
+ | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.012 ms | 0 - 21 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
79
+ | QuickSRNetMedium | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 13.372 ms | 1 - 4 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
80
+ | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.959 ms | 1 - 17 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
81
+ | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.856 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
82
+ | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.434 ms | 0 - 3 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
83
+ | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.364 ms | 0 - 4 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
84
+ | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.833 ms | 0 - 21 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
85
+ | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.746 ms | 0 - 22 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
86
+ | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.44 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
87
+ | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.34 ms | 0 - 3 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
88
+ | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.652 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
89
+ | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.534 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
90
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.276 ms | 0 - 27 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
91
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.22 ms | 0 - 27 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
92
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.232 ms | 0 - 20 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
93
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.172 ms | 0 - 24 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
94
+ | QuickSRNetMedium | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 0.464 ms | 0 - 22 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
95
+ | QuickSRNetMedium | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 0.37 ms | 0 - 23 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
96
+ | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.173 ms | 0 - 19 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
97
+ | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.151 ms | 0 - 18 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
98
  | QuickSRNetMedium | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.447 ms | 6 - 6 MB | NPU | [QuickSRNetMedium.dlc](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.dlc) |
99
 
100
 
 
109
  ```
110
 
111
 
112
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
113
 
114
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
115
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
116
 
117
  With this API token, you can configure your client to run models on the cloud
 
119
  ```bash
120
  qai-hub configure --api_token API_TOKEN
121
  ```
122
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
123
 
124
 
125
 
 
230
  spot check the output with expected output.
231
 
232
  **Note**: This on-device profiling and inference requires access to Qualcomm®
233
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
234
 
235
 
236
 
tool-versions.yaml CHANGED
@@ -1,3 +1,3 @@
1
  tool_versions:
2
  qnn_dlc:
3
- qairt: 2.39.0.250925215840_163802
 
1
  tool_versions:
2
  qnn_dlc:
3
+ qairt: 2.40.0.251030114326_189385