Hugging Face's logo

qualcomm
/
LaMa-Dilated

Image-to-Image
PyTorch
LiteRT
backbone
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
3b9ac59
·
verified ·
1 Parent(s): cc97caf

v0.31.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

Files changed (3) hide show
  1. .gitattributes +1 -0
  2. LaMa-Dilated.dlc +3 -0
  3. README.md +30 -30
.gitattributes CHANGED
@@ -34,3 +34,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
  LaMa-Dilated.so filter=lfs diff=lfs merge=lfs -text
 
 
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
  LaMa-Dilated.so filter=lfs diff=lfs merge=lfs -text
37
+ LaMa-Dilated.dlc filter=lfs diff=lfs merge=lfs -text
LaMa-Dilated.dlc ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c557d4596f6df546d01a2bfe4b0305dc75178ced4e9a22251d530e6c5d94095b
3
+ size 182934911
README.md CHANGED
@@ -35,35 +35,35 @@ 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
- | LaMa-Dilated | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3077.753 ms | 3 - 140 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
39
- | LaMa-Dilated | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 3051.924 ms | 3 - 12 MB | NPU | Use Export Script |
40
- | LaMa-Dilated | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 118.633 ms | 3 - 187 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
41
- | LaMa-Dilated | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 124.271 ms | 4 - 130 MB | NPU | Use Export Script |
42
- | LaMa-Dilated | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 88.948 ms | 3 - 327 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
43
- | LaMa-Dilated | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 77.619 ms | 4 - 7 MB | NPU | Use Export Script |
44
- | LaMa-Dilated | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 123.151 ms | 3 - 140 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
45
- | LaMa-Dilated | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 110.253 ms | 1 - 11 MB | NPU | Use Export Script |
46
- | LaMa-Dilated | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3077.753 ms | 3 - 140 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
47
- | LaMa-Dilated | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 3051.924 ms | 3 - 12 MB | NPU | Use Export Script |
48
- | LaMa-Dilated | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 89.223 ms | 3 - 321 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
49
- | LaMa-Dilated | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 77.523 ms | 4 - 11 MB | NPU | Use Export Script |
50
- | LaMa-Dilated | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 128.864 ms | 3 - 110 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
51
- | LaMa-Dilated | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 116.683 ms | 1 - 18 MB | NPU | Use Export Script |
52
- | LaMa-Dilated | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 88.689 ms | 3 - 327 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
53
- | LaMa-Dilated | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 78.531 ms | 4 - 6 MB | NPU | Use Export Script |
54
- | LaMa-Dilated | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 123.151 ms | 3 - 140 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
55
- | LaMa-Dilated | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 110.253 ms | 1 - 11 MB | NPU | Use Export Script |
56
- | LaMa-Dilated | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 88.855 ms | 3 - 320 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
57
- | LaMa-Dilated | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 78.069 ms | 3 - 53 MB | NPU | Use Export Script |
58
- | LaMa-Dilated | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 78.588 ms | 6 - 251 MB | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
59
- | LaMa-Dilated | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 63.167 ms | 2 - 215 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
60
- | LaMa-Dilated | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 54.463 ms | 4 - 131 MB | NPU | Use Export Script |
61
- | LaMa-Dilated | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 53.931 ms | 6 - 147 MB | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
62
- | LaMa-Dilated | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 59.322 ms | 2 - 145 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
63
- | LaMa-Dilated | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 50.433 ms | 4 - 133 MB | NPU | Use Export Script |
64
- | LaMa-Dilated | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 50.09 ms | 10 - 145 MB | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
65
- | LaMa-Dilated | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 79.364 ms | 4 - 4 MB | NPU | Use Export Script |
66
- | LaMa-Dilated | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 86.982 ms | 90 - 90 MB | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
67
 
68
 
69
 
@@ -127,7 +127,7 @@ Profiling Results
127
  LaMa-Dilated
128
  Device : cs_8275 (ANDROID 14)
129
  Runtime : TFLITE
130
- Estimated inference time (ms) : 3077.8
131
  Estimated peak memory usage (MB): [3, 140]
132
  Total # Ops : 343
133
  Compute Unit(s) : npu (343 ops) gpu (0 ops) cpu (0 ops)
 
35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | LaMa-Dilated | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 434.02 ms | 3 - 140 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
39
+ | LaMa-Dilated | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 406.967 ms | 1 - 130 MB | NPU | [LaMa-Dilated.dlc](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.dlc) |
40
+ | LaMa-Dilated | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 119.97 ms | 3 - 183 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
41
+ | LaMa-Dilated | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 124.79 ms | 4 - 129 MB | NPU | [LaMa-Dilated.dlc](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.dlc) |
42
+ | LaMa-Dilated | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 89.247 ms | 3 - 322 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
43
+ | LaMa-Dilated | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 77.431 ms | 6 - 57 MB | NPU | [LaMa-Dilated.dlc](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.dlc) |
44
+ | LaMa-Dilated | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 123.027 ms | 3 - 140 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
45
+ | LaMa-Dilated | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 110.268 ms | 2 - 130 MB | NPU | [LaMa-Dilated.dlc](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.dlc) |
46
+ | LaMa-Dilated | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 434.02 ms | 3 - 140 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
47
+ | LaMa-Dilated | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 406.967 ms | 1 - 130 MB | NPU | [LaMa-Dilated.dlc](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.dlc) |
48
+ | LaMa-Dilated | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 89.221 ms | 3 - 328 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
49
+ | LaMa-Dilated | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 78.183 ms | 3 - 55 MB | NPU | [LaMa-Dilated.dlc](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.dlc) |
50
+ | LaMa-Dilated | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 128.883 ms | 3 - 109 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
51
+ | LaMa-Dilated | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 116.524 ms | 0 - 118 MB | NPU | [LaMa-Dilated.dlc](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.dlc) |
52
+ | LaMa-Dilated | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 89.161 ms | 3 - 324 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
53
+ | LaMa-Dilated | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 77.621 ms | 3 - 54 MB | NPU | [LaMa-Dilated.dlc](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.dlc) |
54
+ | LaMa-Dilated | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 123.027 ms | 3 - 140 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
55
+ | LaMa-Dilated | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 110.268 ms | 2 - 130 MB | NPU | [LaMa-Dilated.dlc](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.dlc) |
56
+ | LaMa-Dilated | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 89.212 ms | 3 - 315 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
57
+ | LaMa-Dilated | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 78.013 ms | 3 - 56 MB | NPU | [LaMa-Dilated.dlc](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.dlc) |
58
+ | LaMa-Dilated | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 77.578 ms | 7 - 247 MB | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
59
+ | LaMa-Dilated | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 63.084 ms | 3 - 218 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
60
+ | LaMa-Dilated | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 55.226 ms | 4 - 135 MB | NPU | [LaMa-Dilated.dlc](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.dlc) |
61
+ | LaMa-Dilated | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 54.852 ms | 0 - 142 MB | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
62
+ | LaMa-Dilated | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 59.128 ms | 3 - 145 MB | NPU | [LaMa-Dilated.tflite](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.tflite) |
63
+ | LaMa-Dilated | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 50.298 ms | 4 - 134 MB | NPU | [LaMa-Dilated.dlc](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.dlc) |
64
+ | LaMa-Dilated | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 49.944 ms | 10 - 146 MB | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
65
+ | LaMa-Dilated | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 89.662 ms | 101 - 101 MB | NPU | [LaMa-Dilated.dlc](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.dlc) |
66
+ | LaMa-Dilated | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 87.072 ms | 89 - 89 MB | NPU | [LaMa-Dilated.onnx](https://huggingface.co/qualcomm/LaMa-Dilated/blob/main/LaMa-Dilated.onnx) |
67
 
68
 
69
 
 
127
  LaMa-Dilated
128
  Device : cs_8275 (ANDROID 14)
129
  Runtime : TFLITE
130
+ Estimated inference time (ms) : 434.0
131
  Estimated peak memory usage (MB): [3, 140]
132
  Total # Ops : 343
133
  Compute Unit(s) : npu (343 ops) gpu (0 ops) cpu (0 ops)