Hugging Face's logo

qualcomm
/
FFNet-54S

Image Segmentation
PyTorch
TF Lite
ONNX
android
Model card Files Community
qaihm-bot commited on
Commit
0eb37ea
•
1 Parent(s): b520bf1

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +25 -25
README.md CHANGED
@@ -1,6 +1,4 @@
1
  ---
2
- datasets:
3
- - cityscapes
4
  library_name: pytorch
5
  license: bsd-3-clause
6
  pipeline_tag: image-segmentation
@@ -37,27 +35,29 @@ More details on model performance across various devices, can be found
37
 
38
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
- | FFNet-54S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 19.975 ms | 2 - 4 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
41
- | FFNet-54S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 20.164 ms | 24 - 45 MB | FP16 | NPU | [FFNet-54S.so](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.so) |
42
- | FFNet-54S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 28.053 ms | 25 - 27 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
43
- | FFNet-54S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 17.729 ms | 2 - 115 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
44
- | FFNet-54S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 17.811 ms | 20 - 54 MB | FP16 | NPU | [FFNet-54S.so](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.so) |
45
- | FFNet-54S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 24.675 ms | 1 - 136 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
46
- | FFNet-54S | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 19.858 ms | 2 - 7 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
47
- | FFNet-54S | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 18.98 ms | 24 - 25 MB | FP16 | NPU | Use Export Script |
48
- | FFNet-54S | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 19.96 ms | 2 - 5 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
49
- | FFNet-54S | SA8255 (Proxy) | SA8255P Proxy | QNN | 19.252 ms | 24 - 26 MB | FP16 | NPU | Use Export Script |
50
- | FFNet-54S | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 19.841 ms | 2 - 4 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
51
- | FFNet-54S | SA8775 (Proxy) | SA8775P Proxy | QNN | 19.187 ms | 24 - 25 MB | FP16 | NPU | Use Export Script |
52
- | FFNet-54S | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 20.016 ms | 2 - 4 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
53
- | FFNet-54S | SA8650 (Proxy) | SA8650P Proxy | QNN | 19.257 ms | 24 - 25 MB | FP16 | NPU | Use Export Script |
54
- | FFNet-54S | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 32.162 ms | 2 - 99 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
55
- | FFNet-54S | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 32.442 ms | 24 - 56 MB | FP16 | NPU | Use Export Script |
56
- | FFNet-54S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 14.186 ms | 0 - 47 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
57
- | FFNet-54S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 11.828 ms | 24 - 60 MB | FP16 | NPU | Use Export Script |
58
- | FFNet-54S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 22.041 ms | 30 - 81 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
59
- | FFNet-54S | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 19.271 ms | 24 - 24 MB | FP16 | NPU | Use Export Script |
60
- | FFNet-54S | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 32.787 ms | 24 - 24 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
 
 
61
 
62
 
63
 
@@ -122,8 +122,8 @@ Profiling Results
122
  FFNet-54S
123
  Device : Samsung Galaxy S23 (13)
124
  Runtime : TFLITE
125
- Estimated inference time (ms) : 20.0
126
- Estimated peak memory usage (MB): [2, 4]
127
  Total # Ops : 113
128
  Compute Unit(s) : NPU (113 ops)
129
  ```
 
1
  ---
 
 
2
  library_name: pytorch
3
  license: bsd-3-clause
4
  pipeline_tag: image-segmentation
 
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | FFNet-54S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 19.62 ms | 2 - 5 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
39
+ | FFNet-54S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 19.822 ms | 24 - 47 MB | FP16 | NPU | [FFNet-54S.so](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.so) |
40
+ | FFNet-54S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 28.201 ms | 24 - 38 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
41
+ | FFNet-54S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 14.515 ms | 0 - 112 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
42
+ | FFNet-54S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 14.584 ms | 23 - 60 MB | FP16 | NPU | [FFNet-54S.so](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.so) |
43
+ | FFNet-54S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 21.117 ms | 31 - 166 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
44
+ | FFNet-54S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 11.732 ms | 2 - 48 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
45
+ | FFNet-54S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 14.021 ms | 24 - 61 MB | FP16 | NPU | Use Export Script |
46
+ | FFNet-54S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 22.116 ms | 30 - 79 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
47
+ | FFNet-54S | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 19.653 ms | 2 - 4 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
48
+ | FFNet-54S | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 19.237 ms | 24 - 25 MB | FP16 | NPU | Use Export Script |
49
+ | FFNet-54S | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 20.201 ms | 2 - 4 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
50
+ | FFNet-54S | SA8255 (Proxy) | SA8255P Proxy | QNN | 19.203 ms | 24 - 26 MB | FP16 | NPU | Use Export Script |
51
+ | FFNet-54S | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 19.923 ms | 2 - 5 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
52
+ | FFNet-54S | SA8775 (Proxy) | SA8775P Proxy | QNN | 19.362 ms | 24 - 25 MB | FP16 | NPU | Use Export Script |
53
+ | FFNet-54S | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 20.001 ms | 2 - 4 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
54
+ | FFNet-54S | SA8650 (Proxy) | SA8650P Proxy | QNN | 19.385 ms | 24 - 26 MB | FP16 | NPU | Use Export Script |
55
+ | FFNet-54S | SA8295P ADP | SA8295P | TFLITE | 36.572 ms | 2 - 42 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
56
+ | FFNet-54S | SA8295P ADP | SA8295P | QNN | 35.408 ms | 24 - 29 MB | FP16 | NPU | Use Export Script |
57
+ | FFNet-54S | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 32.16 ms | 2 - 101 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
58
+ | FFNet-54S | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 32.776 ms | 24 - 58 MB | FP16 | NPU | Use Export Script |
59
+ | FFNet-54S | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 19.344 ms | 24 - 24 MB | FP16 | NPU | Use Export Script |
60
+ | FFNet-54S | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 32.718 ms | 24 - 24 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
61
 
62
 
63
 
 
122
  FFNet-54S
123
  Device : Samsung Galaxy S23 (13)
124
  Runtime : TFLITE
125
+ Estimated inference time (ms) : 19.6
126
+ Estimated peak memory usage (MB): [2, 5]
127
  Total # Ops : 113
128
  Compute Unit(s) : NPU (113 ops)
129
  ```