Hugging Face's logo

qualcomm
/
SINet

Image Segmentation
PyTorch
LiteRT
ONNX
android
Model card Files Community
qaihm-bot commited on
Commit
e3fde5a
·
verified ·
1 Parent(s): 93bf5c4

v0.31.0

Browse files

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

Files changed (6) hide show
  1. .gitattributes +2 -0
  2. README.md +60 -30
  3. SINet.dlc +3 -0
  4. SINet_w8a8.dlc +3 -0
  5. SINet_w8a8.onnx +3 -0
  6. SINet_w8a8.tflite +3 -0
.gitattributes CHANGED
@@ -34,3 +34,5 @@ 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
  SINet.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
  SINet.so filter=lfs diff=lfs merge=lfs -text
37
+ SINet.dlc filter=lfs diff=lfs merge=lfs -text
38
+ SINet_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -35,35 +35,65 @@ 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
- | SINet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 9.758 ms | 0 - 17 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
39
- | SINet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 9.382 ms | 0 - 10 MB | NPU | Use Export Script |
40
- | SINet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.807 ms | 0 - 29 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
41
- | SINet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.289 ms | 1 - 32 MB | NPU | Use Export Script |
42
- | SINet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.624 ms | 0 - 7 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
43
- | SINet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.541 ms | 1 - 3 MB | NPU | Use Export Script |
44
- | SINet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.121 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
45
- | SINet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.918 ms | 1 - 12 MB | NPU | Use Export Script |
46
- | SINet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 9.758 ms | 0 - 17 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
47
- | SINet | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 9.382 ms | 0 - 10 MB | NPU | Use Export Script |
48
- | SINet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.628 ms | 0 - 7 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
49
- | SINet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.547 ms | 1 - 3 MB | NPU | Use Export Script |
50
- | SINet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.373 ms | 0 - 19 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
51
- | SINet | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.34 ms | 0 - 17 MB | NPU | Use Export Script |
52
- | SINet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.616 ms | 0 - 5 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
53
- | SINet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.546 ms | 1 - 3 MB | NPU | Use Export Script |
54
- | SINet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.121 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
55
- | SINet | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.918 ms | 1 - 12 MB | NPU | Use Export Script |
56
- | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.629 ms | 0 - 6 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
57
- | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.559 ms | 1 - 8 MB | NPU | Use Export Script |
58
- | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.11 ms | 2 - 11 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
59
- | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.086 ms | 0 - 36 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
60
- | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.041 ms | 1 - 31 MB | NPU | Use Export Script |
61
- | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.368 ms | 0 - 32 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
62
- | SINet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.999 ms | 0 - 20 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
63
- | SINet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.765 ms | 1 - 21 MB | NPU | Use Export Script |
64
- | SINet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.137 ms | 1 - 25 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
65
- | SINet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.787 ms | 1 - 1 MB | NPU | Use Export Script |
66
- | SINet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.328 ms | 2 - 2 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
67
 
68
 
69
 
@@ -127,7 +157,7 @@ Profiling Results
127
  SINet
128
  Device : cs_8275 (ANDROID 14)
129
  Runtime : TFLITE
130
- Estimated inference time (ms) : 9.8
131
  Estimated peak memory usage (MB): [0, 17]
132
  Total # Ops : 222
133
  Compute Unit(s) : npu (222 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
+ | SINet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.625 ms | 0 - 17 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
39
+ | SINet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.44 ms | 0 - 18 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
40
+ | SINet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.805 ms | 0 - 27 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
41
+ | SINet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.32 ms | 1 - 34 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
42
+ | SINet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.62 ms | 0 - 7 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
43
+ | SINet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.591 ms | 1 - 9 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
44
+ | SINet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.088 ms | 0 - 17 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
45
+ | SINet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.009 ms | 0 - 19 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
46
+ | SINet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.625 ms | 0 - 17 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
47
+ | SINet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.44 ms | 0 - 18 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
48
+ | SINet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.617 ms | 0 - 6 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
49
+ | SINet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.593 ms | 1 - 8 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
50
+ | SINet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.374 ms | 0 - 19 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
51
+ | SINet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.371 ms | 1 - 26 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
52
+ | SINet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.616 ms | 0 - 7 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
53
+ | SINet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.596 ms | 1 - 8 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
54
+ | SINet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.088 ms | 0 - 17 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
55
+ | SINet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.009 ms | 0 - 19 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
56
+ | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.616 ms | 0 - 7 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
57
+ | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.595 ms | 1 - 7 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
58
+ | SINet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.11 ms | 1 - 8 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
59
+ | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.085 ms | 0 - 32 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
60
+ | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.07 ms | 0 - 35 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
61
+ | SINet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.358 ms | 0 - 26 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
62
+ | SINet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.995 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet.tflite) |
63
+ | SINet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.98 ms | 1 - 24 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
64
+ | SINet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.31 ms | 1 - 25 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
65
+ | SINet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.208 ms | 0 - 0 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet.dlc) |
66
+ | SINet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.286 ms | 2 - 2 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet.onnx) |
67
+ | SINet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.39 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
68
+ | SINet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.512 ms | 0 - 17 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
69
+ | SINet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.277 ms | 0 - 27 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
70
+ | SINet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.445 ms | 0 - 29 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
71
+ | SINet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.181 ms | 0 - 8 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
72
+ | SINet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.29 ms | 0 - 8 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
73
+ | SINet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.466 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
74
+ | SINet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.531 ms | 0 - 18 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
75
+ | SINet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 20.548 ms | 0 - 23 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
76
+ | SINet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.39 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
77
+ | SINet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.512 ms | 0 - 17 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
78
+ | SINet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.179 ms | 0 - 8 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
79
+ | SINet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.292 ms | 0 - 8 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
80
+ | SINet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.743 ms | 0 - 24 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
81
+ | SINet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.907 ms | 0 - 20 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
82
+ | SINet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.181 ms | 0 - 8 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
83
+ | SINet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.296 ms | 0 - 7 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
84
+ | SINet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.466 ms | 0 - 18 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
85
+ | SINet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.531 ms | 0 - 18 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
86
+ | SINet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.184 ms | 0 - 8 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
87
+ | SINet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.288 ms | 0 - 8 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
88
+ | SINet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 7.669 ms | 4 - 15 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx) |
89
+ | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.823 ms | 0 - 26 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
90
+ | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.9 ms | 0 - 29 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
91
+ | SINet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.166 ms | 0 - 22 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx) |
92
+ | SINet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.81 ms | 0 - 25 MB | NPU | [SINet.tflite](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.tflite) |
93
+ | SINet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.826 ms | 0 - 21 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
94
+ | SINet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 5.297 ms | 5 - 24 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx) |
95
+ | SINet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.519 ms | 0 - 0 MB | NPU | [SINet.dlc](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.dlc) |
96
+ | SINet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.523 ms | 6 - 6 MB | NPU | [SINet.onnx](https://huggingface.co/qualcomm/SINet/blob/main/SINet_w8a8.onnx) |
97
 
98
 
99
 
 
157
  SINet
158
  Device : cs_8275 (ANDROID 14)
159
  Runtime : TFLITE
160
+ Estimated inference time (ms) : 3.6
161
  Estimated peak memory usage (MB): [0, 17]
162
  Total # Ops : 222
163
  Compute Unit(s) : npu (222 ops) gpu (0 ops) cpu (0 ops)
SINet.dlc ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:78237058cc045a9b4208af9010c190692beebd1cc986c5985446ade63f571e4c
3
+ size 543027
SINet_w8a8.dlc ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f1ce72b41405f4fe27d3109b7aea2fb622a84cf30a2a38a1b130c86ba8ae0902
3
+ size 460178
SINet_w8a8.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:62340a8a64d7bef0f7116939b32f3c8a5b0d85b640171091f1c78d5121904702
3
+ size 640511
SINet_w8a8.tflite ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bc48017684cce5e676b1890b2fb278685e5fe75529479af9a1f39e15871e9814
3
+ size 247096