Hugging Face's logo

qualcomm
/
DDColor

Image-to-Image
PyTorch
LiteRT
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
cfa83ce
·
verified ·
1 Parent(s): 6bbcb82

v0.42.0

Browse files

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

Files changed (8) hide show
  1. DDColor_float.dlc +2 -2
  2. DDColor_float.onnx.zip +2 -2
  3. DDColor_float.tflite +2 -2
  4. DDColor_w8a8.dlc +0 -3
  5. DDColor_w8a8.onnx.zip +0 -3
  6. DDColor_w8a8.tflite +2 -2
  7. README.md +49 -66
  8. tool-versions.yaml +3 -3
DDColor_float.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5d22202a4373412e638880824836629d7893d4f4ef1c3ea7955331bfe92830d0
3
- size 225983428
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a04af9de901ba6d6d2b95241830851e4692b893bb27bae534d8cb0ebd3917f16
3
+ size 225984220
DDColor_float.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:eea3d1c4ee58cdf4c05738de626b33c349e9f46714f7dc9b9cf93f465002be80
3
- size 206443876
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:24629ce037f51fc490a5408d6b26a88cf99f00dfcef969e51c551d9c9e4520e9
3
+ size 206443659
DDColor_float.tflite CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6f5877143aed72e501726b13b8a6727a88fd82c9464e705c5f2838ac48b0f191
3
- size 225521268
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b30b8f717c120c07344e5c5ef6622b53c404bca0b319d5a58fca7000a517bf7e
3
+ size 225521228
DDColor_w8a8.dlc DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:66defef4b1e94ffdb7febecdde0511a82e51c78c2269088554ee9d47b56e0765
3
- size 60333436
 
 
 
 
DDColor_w8a8.onnx.zip DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:3face1e578cb861d247d337a6a3b6b7d3963d4ee9b20bd3550dba66428e58a27
3
- size 164766876
 
 
 
 
DDColor_w8a8.tflite CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:cb164f1c05846967dbbb51a2e1e446f0002e8042373347fc1c3562a9516d5f5a
3
- size 57450520
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f683b7449d09f56e3737632a824b53ea3c2143aee43318399cf2b4b8095be1e8
3
+ size 57450472
README.md CHANGED
@@ -36,68 +36,51 @@ 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
- | DDColor | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 249.068 ms | 0 - 332 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
40
- | DDColor | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1989.568 ms | 0 - 720 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
41
- | DDColor | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 169.0 ms | 1 - 262 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
42
- | DDColor | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1235.43 ms | 1 - 253 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
43
- | DDColor | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 158.008 ms | 0 - 34 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
44
- | DDColor | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1124.836 ms | 0 - 46 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
45
- | DDColor | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1127.711 ms | 0 - 167 MB | NPU | [DDColor.onnx.zip](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.onnx.zip) |
46
- | DDColor | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 161.863 ms | 1 - 347 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
47
- | DDColor | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1112.75 ms | 1 - 661 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
48
- | DDColor | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 249.068 ms | 0 - 332 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
49
- | DDColor | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1989.568 ms | 0 - 720 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
50
- | DDColor | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 159.856 ms | 0 - 34 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
51
- | DDColor | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1127.688 ms | 0 - 45 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
52
- | DDColor | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 176.33 ms | 0 - 239 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
53
- | DDColor | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1229.554 ms | 0 - 394 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
54
- | DDColor | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 159.691 ms | 0 - 35 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
55
- | DDColor | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1120.366 ms | 0 - 48 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
56
- | DDColor | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 161.863 ms | 1 - 347 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
57
- | DDColor | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1112.75 ms | 1 - 661 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
58
- | DDColor | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 112.938 ms | 1 - 356 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
59
- | DDColor | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 839.748 ms | 0 - 837 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
60
- | DDColor | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 846.043 ms | 1 - 952 MB | NPU | [DDColor.onnx.zip](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.onnx.zip) |
61
- | DDColor | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 95.693 ms | 1 - 309 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
62
- | DDColor | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 839.94 ms | 1 - 433 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
63
- | DDColor | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 859.57 ms | 1 - 565 MB | NPU | [DDColor.onnx.zip](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.onnx.zip) |
64
- | DDColor | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 76.207 ms | 0 - 325 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
65
- | DDColor | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 700.968 ms | 0 - 608 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
66
- | DDColor | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 690.838 ms | 1 - 673 MB | NPU | [DDColor.onnx.zip](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.onnx.zip) |
67
- | DDColor | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1179.236 ms | 81 - 81 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
68
- | DDColor | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1157.963 ms | 113 - 113 MB | NPU | [DDColor.onnx.zip](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.onnx.zip) |
69
- | DDColor | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3336.441 ms | 0 - 362 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
70
- | DDColor | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5187.205 ms | 0 - 392 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.dlc) |
71
- | DDColor | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1772.082 ms | 0 - 395 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
72
- | DDColor | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2974.197 ms | 1 - 290 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.dlc) |
73
- | DDColor | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1760.119 ms | 0 - 53 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
74
- | DDColor | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2717.716 ms | 3 - 65 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.dlc) |
75
- | DDColor | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1784.176 ms | 0 - 362 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
76
- | DDColor | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2832.254 ms | 0 - 397 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.dlc) |
77
- | DDColor | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 614.783 ms | 86 - 116 MB | CPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
78
- | DDColor | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 647.012 ms | 328 - 355 MB | CPU | [DDColor.onnx.zip](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.onnx.zip) |
79
- | DDColor | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 817.267 ms | 63 - 104 MB | CPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
80
- | DDColor | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 526.175 ms | 325 - 349 MB | CPU | [DDColor.onnx.zip](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.onnx.zip) |
81
- | DDColor | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3336.441 ms | 0 - 362 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
82
- | DDColor | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5187.205 ms | 0 - 392 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.dlc) |
83
- | DDColor | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1761.455 ms | 0 - 47 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
84
- | DDColor | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2717.403 ms | 0 - 64 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.dlc) |
85
- | DDColor | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2019.923 ms | 0 - 370 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
86
- | DDColor | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3156.066 ms | 0 - 286 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.dlc) |
87
- | DDColor | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1762.868 ms | 0 - 24 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
88
- | DDColor | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2716.067 ms | 0 - 66 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.dlc) |
89
- | DDColor | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1784.176 ms | 0 - 362 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
90
- | DDColor | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2832.254 ms | 0 - 397 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.dlc) |
91
- | DDColor | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1337.685 ms | 0 - 381 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
92
- | DDColor | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2046.081 ms | 0 - 440 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.dlc) |
93
- | DDColor | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1048.701 ms | 0 - 106 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
94
- | DDColor | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1786.258 ms | 0 - 285 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.dlc) |
95
- | DDColor | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1947.273 ms | 47 - 256 MB | NPU | [DDColor.onnx.zip](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.onnx.zip) |
96
- | DDColor | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 925.38 ms | 0 - 111 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
97
- | DDColor | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1500.827 ms | 0 - 423 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.dlc) |
98
- | DDColor | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1608.329 ms | 38 - 290 MB | NPU | [DDColor.onnx.zip](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.onnx.zip) |
99
- | DDColor | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2827.194 ms | 175 - 175 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.dlc) |
100
- | DDColor | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3266.117 ms | 69 - 69 MB | NPU | [DDColor.onnx.zip](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.onnx.zip) |
101
 
102
 
103
 
@@ -112,9 +95,9 @@ pip install "qai-hub-models[ddcolor]"
112
  ```
113
 
114
 
115
- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
116
 
117
- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
118
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
119
 
120
  With this API token, you can configure your client to run models on the cloud
@@ -122,7 +105,7 @@ hosted devices.
122
  ```bash
123
  qai-hub configure --api_token API_TOKEN
124
  ```
125
- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
126
 
127
 
128
 
@@ -233,7 +216,7 @@ With the output of the model, you can compute like PSNR, relative errors or
233
  spot check the output with expected output.
234
 
235
  **Note**: This on-device profiling and inference requires access to Qualcomm®
236
- AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
237
 
238
 
239
 
 
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | DDColor | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 249.074 ms | 1 - 351 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
40
+ | DDColor | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1996.526 ms | 0 - 725 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
41
+ | DDColor | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 169.108 ms | 1 - 268 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
42
+ | DDColor | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1244.407 ms | 1 - 248 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
43
+ | DDColor | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 158.807 ms | 0 - 36 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
44
+ | DDColor | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1122.216 ms | 0 - 50 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
45
+ | DDColor | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1124.764 ms | 0 - 292 MB | NPU | [DDColor.onnx.zip](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.onnx.zip) |
46
+ | DDColor | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 161.775 ms | 1 - 350 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
47
+ | DDColor | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1110.822 ms | 1 - 711 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
48
+ | DDColor | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 249.074 ms | 1 - 351 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
49
+ | DDColor | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1996.526 ms | 0 - 725 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
50
+ | DDColor | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 159.088 ms | 0 - 37 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
51
+ | DDColor | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1123.78 ms | 0 - 48 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
52
+ | DDColor | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 177.27 ms | 4 - 247 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
53
+ | DDColor | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1228.929 ms | 1 - 403 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
54
+ | DDColor | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 155.926 ms | 0 - 35 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
55
+ | DDColor | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1125.739 ms | 0 - 47 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
56
+ | DDColor | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 161.775 ms | 1 - 350 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
57
+ | DDColor | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1110.822 ms | 1 - 711 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
58
+ | DDColor | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 114.545 ms | 1 - 354 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
59
+ | DDColor | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 849.723 ms | 0 - 850 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
60
+ | DDColor | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 860.798 ms | 1 - 942 MB | NPU | [DDColor.onnx.zip](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.onnx.zip) |
61
+ | DDColor | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 95.139 ms | 1 - 310 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
62
+ | DDColor | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 837.958 ms | 1 - 401 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
63
+ | DDColor | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 863.656 ms | 1 - 621 MB | NPU | [DDColor.onnx.zip](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.onnx.zip) |
64
+ | DDColor | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 72.793 ms | 0 - 327 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.tflite) |
65
+ | DDColor | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 704.259 ms | 0 - 652 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
66
+ | DDColor | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 691.68 ms | 1 - 672 MB | NPU | [DDColor.onnx.zip](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.onnx.zip) |
67
+ | DDColor | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1161.988 ms | 290 - 290 MB | NPU | [DDColor.dlc](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.dlc) |
68
+ | DDColor | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1161.207 ms | 113 - 113 MB | NPU | [DDColor.onnx.zip](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor.onnx.zip) |
69
+ | DDColor | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3257.21 ms | 0 - 352 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
70
+ | DDColor | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3222.952 ms | 0 - 430 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
71
+ | DDColor | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1720.028 ms | 0 - 60 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
72
+ | DDColor | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1742.329 ms | 0 - 351 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
73
+ | DDColor | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 584.321 ms | 95 - 426 MB | CPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
74
+ | DDColor | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 817.024 ms | 48 - 98 MB | CPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
75
+ | DDColor | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3257.21 ms | 0 - 352 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
76
+ | DDColor | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1720.768 ms | 0 - 76 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
77
+ | DDColor | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3659.579 ms | 0 - 403 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
78
+ | DDColor | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1717.356 ms | 5 - 48 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
79
+ | DDColor | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1742.329 ms | 0 - 351 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
80
+ | DDColor | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1308.082 ms | 0 - 372 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
81
+ | DDColor | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1380.851 ms | 0 - 375 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
82
+ | DDColor | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 472.353 ms | 100 - 374 MB | CPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
83
+ | DDColor | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 895.63 ms | 0 - 345 MB | NPU | [DDColor.tflite](https://huggingface.co/qualcomm/DDColor/blob/main/DDColor_w8a8.tflite) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
84
 
85
 
86
 
 
95
  ```
96
 
97
 
98
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
99
 
100
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
101
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
102
 
103
  With this API token, you can configure your client to run models on the cloud
 
105
  ```bash
106
  qai-hub configure --api_token API_TOKEN
107
  ```
108
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
109
 
110
 
111
 
 
216
  spot check the output with expected output.
217
 
218
  **Note**: This on-device profiling and inference requires access to Qualcomm®
219
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
220
 
221
 
222
 
tool-versions.yaml CHANGED
@@ -1,4 +1,4 @@
1
  tool_versions:
2
- onnx:
3
- qairt: 2.37.1.250807093845_124904
4
- onnx_runtime: 1.23.0
 
1
  tool_versions:
2
+ tflite:
3
+ qairt: 2.40.0.251030114326_189385
4
+ tflite: 2.17.0