Hugging Face's logo

qualcomm
/
GoogLeNet

Image Classification
PyTorch
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
baf904b
·
verified ·
1 Parent(s): 2982d4b

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +28 -28
README.md CHANGED
@@ -34,35 +34,35 @@ 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 | 0.912 ms | 0 - 81 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
38
- | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.872 ms | 1 - 3 MB | FP16 | NPU | [GoogLeNet.so](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.so) |
39
- | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.993 ms | 0 - 38 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
40
- | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.609 ms | 0 - 32 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
41
- | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.589 ms | 0 - 20 MB | FP16 | NPU | [GoogLeNet.so](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.so) |
42
- | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.637 ms | 0 - 29 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
43
- | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.617 ms | 0 - 27 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
44
- | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.593 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
45
- | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.55 ms | 1 - 20 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
46
- | GoogLeNet | SA7255P ADP | SA7255P | TFLITE | 36.085 ms | 0 - 21 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
47
- | GoogLeNet | SA7255P ADP | SA7255P | QNN | 36.06 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
48
- | GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.916 ms | 0 - 84 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
49
- | GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.877 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
50
- | GoogLeNet | SA8295P ADP | SA8295P | TFLITE | 1.864 ms | 0 - 24 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
51
- | GoogLeNet | SA8295P ADP | SA8295P | QNN | 1.815 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
52
- | GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.917 ms | 0 - 82 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
53
- | GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.88 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
54
- | GoogLeNet | SA8775P ADP | SA8775P | TFLITE | 2.047 ms | 0 - 21 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
55
- | GoogLeNet | SA8775P ADP | SA8775P | QNN | 1.99 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
56
- | GoogLeNet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 36.085 ms | 0 - 21 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
57
- | GoogLeNet | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 36.06 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
58
  | GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.915 ms | 0 - 82 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
59
  | GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.873 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
60
- | GoogLeNet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.047 ms | 0 - 21 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
61
- | GoogLeNet | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.99 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
62
- | GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.47 ms | 0 - 36 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
63
- | GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.469 ms | 1 - 26 MB | FP16 | NPU | Use Export Script |
64
- | GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.01 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
65
- | GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.087 ms | 13 - 13 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
66
 
67
 
68
 
@@ -127,7 +127,7 @@ GoogLeNet
127
  Device : Samsung Galaxy S23 (13)
128
  Runtime : TFLITE
129
  Estimated inference time (ms) : 0.9
130
- Estimated peak memory usage (MB): [0, 81]
131
  Total # Ops : 84
132
  Compute Unit(s) : NPU (84 ops)
133
  ```
 
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 | 0.914 ms | 0 - 83 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
38
+ | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.909 ms | 0 - 28 MB | FP16 | NPU | [GoogLeNet.so](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.so) |
39
+ | GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.987 ms | 0 - 53 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
40
+ | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.616 ms | 0 - 33 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
41
+ | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.613 ms | 0 - 28 MB | FP16 | NPU | [GoogLeNet.so](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.so) |
42
+ | GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.634 ms | 0 - 34 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
43
+ | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.57 ms | 0 - 28 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
44
+ | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.574 ms | 1 - 16 MB | FP16 | NPU | Use Export Script |
45
+ | GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.652 ms | 1 - 20 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
46
+ | GoogLeNet | SA7255P ADP | SA7255P | TFLITE | 36.075 ms | 0 - 21 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
47
+ | GoogLeNet | SA7255P ADP | SA7255P | QNN | 36.053 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
48
+ | GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.919 ms | 0 - 83 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
49
+ | GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.875 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
50
+ | GoogLeNet | SA8295P ADP | SA8295P | TFLITE | 1.875 ms | 0 - 26 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
51
+ | GoogLeNet | SA8295P ADP | SA8295P | QNN | 1.831 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
52
+ | GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.913 ms | 0 - 82 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
53
+ | GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.871 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
54
+ | GoogLeNet | SA8775P ADP | SA8775P | TFLITE | 2.073 ms | 0 - 21 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
55
+ | GoogLeNet | SA8775P ADP | SA8775P | QNN | 1.989 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
56
+ | GoogLeNet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 36.075 ms | 0 - 21 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
57
+ | GoogLeNet | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 36.053 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
58
  | GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.915 ms | 0 - 82 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
59
  | GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.873 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
60
+ | GoogLeNet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.073 ms | 0 - 21 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
61
+ | GoogLeNet | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.989 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
62
+ | GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.495 ms | 0 - 39 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
63
+ | GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.506 ms | 1 - 27 MB | FP16 | NPU | Use Export Script |
64
+ | GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.003 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
65
+ | GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.104 ms | 14 - 14 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
66
 
67
 
68
 
 
127
  Device : Samsung Galaxy S23 (13)
128
  Runtime : TFLITE
129
  Estimated inference time (ms) : 0.9
130
+ Estimated peak memory usage (MB): [0, 83]
131
  Total # Ops : 84
132
  Compute Unit(s) : NPU (84 ops)
133
  ```