Hugging Face's logo

qualcomm
/
AOT-GAN

Image-to-Image
PyTorch
LiteRT
ONNX
android
Model card Files Community
1
qaihm-bot commited on
Commit
a257460
·
verified ·
1 Parent(s): a7c2fb3

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +21 -21
README.md CHANGED
@@ -34,25 +34,25 @@ More details on model performance across various devices, can be found
34
 
35
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
- | AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 152.704 ms | 3 - 5 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
38
- | AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 153.737 ms | 3 - 26 MB | FP16 | NPU | [AOT-GAN.so](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.so) |
39
- | AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 112.207 ms | 2 - 215 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
40
- | AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 112.358 ms | 4 - 63 MB | FP16 | NPU | [AOT-GAN.so](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.so) |
41
- | AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 98.561 ms | 1 - 84 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
42
- | AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 98.448 ms | 4 - 67 MB | FP16 | NPU | Use Export Script |
43
- | AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 152.725 ms | 0 - 3 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
44
- | AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 92.483 ms | 4 - 5 MB | FP16 | NPU | Use Export Script |
45
- | AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 152.677 ms | 0 - 34 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
46
- | AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | QNN | 92.496 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
47
- | AOT-GAN | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 152.705 ms | 4 - 6 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
48
- | AOT-GAN | SA8775 (Proxy) | SA8775P Proxy | QNN | 92.375 ms | 4 - 5 MB | FP16 | NPU | Use Export Script |
49
- | AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 149.854 ms | 4 - 5 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
50
- | AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | QNN | 92.917 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
51
- | AOT-GAN | SA8295P ADP | SA8295P | TFLITE | 218.398 ms | 3 - 66 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
52
- | AOT-GAN | SA8295P ADP | SA8295P | QNN | 164.303 ms | 1 - 7 MB | FP16 | NPU | Use Export Script |
53
- | AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 196.47 ms | 3 - 185 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
54
- | AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 196.024 ms | 0 - 49 MB | FP16 | NPU | Use Export Script |
55
- | AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 96.295 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
56
 
57
 
58
 
@@ -116,8 +116,8 @@ Profiling Results
116
  AOT-GAN
117
  Device : Samsung Galaxy S23 (13)
118
  Runtime : TFLITE
119
- Estimated inference time (ms) : 152.7
120
- Estimated peak memory usage (MB): [3, 5]
121
  Total # Ops : 235
122
  Compute Unit(s) : NPU (235 ops)
123
  ```
 
34
 
35
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
+ | AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 152.763 ms | 3 - 6 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
38
+ | AOT-GAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 153.27 ms | 4 - 22 MB | FP16 | NPU | [AOT-GAN.so](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.so) |
39
+ | AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 112.21 ms | 0 - 215 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
40
+ | AOT-GAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 112.615 ms | 4 - 65 MB | FP16 | NPU | [AOT-GAN.so](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.so) |
41
+ | AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 118.64 ms | 0 - 83 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
42
+ | AOT-GAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 118.61 ms | 3 - 65 MB | FP16 | NPU | Use Export Script |
43
+ | AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 149.861 ms | 3 - 5 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
44
+ | AOT-GAN | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 92.085 ms | 4 - 5 MB | FP16 | NPU | Use Export Script |
45
+ | AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 153.081 ms | 3 - 5 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
46
+ | AOT-GAN | SA8255 (Proxy) | SA8255P Proxy | QNN | 92.57 ms | 4 - 5 MB | FP16 | NPU | Use Export Script |
47
+ | AOT-GAN | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 152.952 ms | 3 - 5 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
48
+ | AOT-GAN | SA8775 (Proxy) | SA8775P Proxy | QNN | 92.932 ms | 4 - 5 MB | FP16 | NPU | Use Export Script |
49
+ | AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 152.762 ms | 4 - 6 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
50
+ | AOT-GAN | SA8650 (Proxy) | SA8650P Proxy | QNN | 92.47 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
51
+ | AOT-GAN | SA8295P ADP | SA8295P | TFLITE | 218.814 ms | 3 - 66 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
52
+ | AOT-GAN | SA8295P ADP | SA8295P | QNN | 164.324 ms | 1 - 7 MB | FP16 | NPU | Use Export Script |
53
+ | AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 194.495 ms | 1 - 185 MB | FP16 | NPU | [AOT-GAN.tflite](https://huggingface.co/qualcomm/AOT-GAN/blob/main/AOT-GAN.tflite) |
54
+ | AOT-GAN | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 196.67 ms | 3 - 49 MB | FP16 | NPU | Use Export Script |
55
+ | AOT-GAN | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 96.297 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
56
 
57
 
58
 
 
116
  AOT-GAN
117
  Device : Samsung Galaxy S23 (13)
118
  Runtime : TFLITE
119
+ Estimated inference time (ms) : 152.8
120
+ Estimated peak memory usage (MB): [3, 6]
121
  Total # Ops : 235
122
  Compute Unit(s) : NPU (235 ops)
123
  ```