Hugging Face's logo

qualcomm
/
GoogLeNet

Image Classification
PyTorch
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
b491dc0
·
verified ·
1 Parent(s): 58a3158

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +26 -26
README.md CHANGED
@@ -34,31 +34,31 @@ 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
- | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.022 ms | 0 - 4 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
38
- | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.083 ms | 0 - 34 MB | FP16 | NPU | [GoogLeNet.so](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.so) |
39
- | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.152 ms | 1 - 2 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
40
- | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.64 ms | 0 - 16 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
41
- | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.691 ms | 1 - 17 MB | FP16 | NPU | [GoogLeNet.so](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.so) |
42
- | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.784 ms | 0 - 52 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
43
- | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.695 ms | 0 - 12 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
44
- | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.724 ms | 1 - 12 MB | FP16 | NPU | Use Export Script |
45
- | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.845 ms | 0 - 20 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
46
- | GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.014 ms | 0 - 54 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
47
- | GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.9 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
48
- | GoogLeNet | SA7255P ADP | SA7255P | TFLITE | 36.255 ms | 0 - 12 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
49
- | GoogLeNet | SA7255P ADP | SA7255P | QNN | 36.494 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
50
- | GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.016 ms | 0 - 5 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
51
- | GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.903 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
52
- | GoogLeNet | SA8295P ADP | SA8295P | TFLITE | 2.012 ms | 0 - 10 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
53
- | GoogLeNet | SA8295P ADP | SA8295P | QNN | 1.991 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
54
- | GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.021 ms | 0 - 53 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
55
- | GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.896 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
56
- | GoogLeNet | SA8775P ADP | SA8775P | TFLITE | 2.192 ms | 0 - 11 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
57
- | GoogLeNet | SA8775P ADP | SA8775P | QNN | 2.125 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
58
- | GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.496 ms | 0 - 16 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
59
- | GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.565 ms | 1 - 17 MB | FP16 | NPU | Use Export Script |
60
- | GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.051 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
61
- | GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.291 ms | 14 - 14 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
62
 
63
 
64
 
@@ -123,7 +123,7 @@ GoogLeNet
123
  Device : Samsung Galaxy S23 (13)
124
  Runtime : TFLITE
125
  Estimated inference time (ms) : 1.0
126
- Estimated peak memory usage (MB): [0, 4]
127
  Total # Ops : 84
128
  Compute Unit(s) : NPU (84 ops)
129
  ```
 
34
 
35
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
+ | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.016 ms | 0 - 54 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
38
+ | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.076 ms | 1 - 6 MB | FP16 | NPU | [GoogLeNet.so](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.so) |
39
+ | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.184 ms | 0 - 47 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
40
+ | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.64 ms | 0 - 19 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
41
+ | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.686 ms | 1 - 19 MB | FP16 | NPU | [GoogLeNet.so](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.so) |
42
+ | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.792 ms | 0 - 57 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
43
+ | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.678 ms | 0 - 14 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
44
+ | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.728 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
45
+ | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.849 ms | 0 - 21 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
46
+ | GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.014 ms | 0 - 4 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
47
+ | GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.895 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
48
+ | GoogLeNet | SA7255P ADP | SA7255P | TFLITE | 36.247 ms | 0 - 14 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
49
+ | GoogLeNet | SA7255P ADP | SA7255P | QNN | 36.425 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
50
+ | GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.018 ms | 0 - 54 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
51
+ | GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.901 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
52
+ | GoogLeNet | SA8295P ADP | SA8295P | TFLITE | 1.997 ms | 0 - 10 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
53
+ | GoogLeNet | SA8295P ADP | SA8295P | QNN | 1.977 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
54
+ | GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.02 ms | 0 - 54 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
55
+ | GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.908 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
56
+ | GoogLeNet | SA8775P ADP | SA8775P | TFLITE | 2.166 ms | 0 - 15 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
57
+ | GoogLeNet | SA8775P ADP | SA8775P | QNN | 2.138 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
58
+ | GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.494 ms | 0 - 21 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
59
+ | GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.565 ms | 1 - 24 MB | FP16 | NPU | Use Export Script |
60
+ | GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.072 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
61
+ | GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.314 ms | 14 - 14 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
62
 
63
 
64
 
 
123
  Device : Samsung Galaxy S23 (13)
124
  Runtime : TFLITE
125
  Estimated inference time (ms) : 1.0
126
+ Estimated peak memory usage (MB): [0, 54]
127
  Total # Ops : 84
128
  Compute Unit(s) : NPU (84 ops)
129
  ```