Hugging Face's logo

qualcomm
/
WideResNet50

Image Classification
PyTorch
LiteRT
backbone
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
b854422
·
verified ·
1 Parent(s): f1e1b6e

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +72 -39
README.md CHANGED
@@ -1,6 +1,6 @@
1
  ---
2
  library_name: pytorch
3
- license: bsd-3-clause
4
  tags:
5
  - backbone
6
  - android
@@ -26,44 +26,77 @@ More details on model performance across various devices, can be found
26
 
27
  ### Model Details
28
 
29
- - **Model Type:** Image classification
30
  - **Model Stats:**
31
  - Model checkpoint: Imagenet
32
  - Input resolution: 224x224
33
  - Number of parameters: 68.8M
34
- - Model size: 263 MB
 
35
 
36
- | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
- | WideResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 4.913 ms | 0 - 999 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
39
- | WideResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 5.604 ms | 0 - 271 MB | FP16 | NPU | [WideResNet50.so](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.so) |
40
- | WideResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 4.825 ms | 0 - 256 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
41
- | WideResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.674 ms | 0 - 172 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
42
- | WideResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 4.118 ms | 1 - 37 MB | FP16 | NPU | [WideResNet50.so](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.so) |
43
- | WideResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 3.72 ms | 0 - 44 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
44
- | WideResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.393 ms | 0 - 88 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
45
- | WideResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.46 ms | 1 - 33 MB | FP16 | NPU | Use Export Script |
46
- | WideResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.203 ms | 0 - 36 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
47
- | WideResNet50 | SA7255P ADP | SA7255P | TFLITE | 181.226 ms | 0 - 84 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
48
- | WideResNet50 | SA7255P ADP | SA7255P | QNN | 184.463 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
49
- | WideResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.914 ms | 0 - 976 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
50
- | WideResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.929 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
51
- | WideResNet50 | SA8295P ADP | SA8295P | TFLITE | 7.997 ms | 0 - 80 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
52
- | WideResNet50 | SA8295P ADP | SA8295P | QNN | 7.657 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
53
- | WideResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.906 ms | 0 - 989 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
54
- | WideResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.924 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
55
- | WideResNet50 | SA8775P ADP | SA8775P | TFLITE | 8.705 ms | 0 - 83 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
56
- | WideResNet50 | SA8775P ADP | SA8775P | QNN | 8.418 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
57
- | WideResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 181.226 ms | 0 - 84 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
58
- | WideResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 184.463 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
59
- | WideResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.897 ms | 0 - 976 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
60
- | WideResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.927 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
61
- | WideResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 8.705 ms | 0 - 83 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
62
- | WideResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 8.418 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
63
- | WideResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 7.071 ms | 0 - 175 MB | FP16 | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
64
- | WideResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 6.997 ms | 1 - 32 MB | FP16 | NPU | Use Export Script |
65
- | WideResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.746 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
66
- | WideResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.479 ms | 132 - 132 MB | FP16 | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
67
 
68
 
69
 
@@ -125,12 +158,12 @@ python -m qai_hub_models.models.wideresnet50.export
125
  Profiling Results
126
  ------------------------------------------------------------
127
  WideResNet50
128
- Device : Samsung Galaxy S23 (13)
129
- Runtime : TFLITE
130
- Estimated inference time (ms) : 4.9
131
- Estimated peak memory usage (MB): [0, 999]
132
- Total # Ops : 79
133
- Compute Unit(s) : NPU (79 ops)
134
  ```
135
 
136
 
 
1
  ---
2
  library_name: pytorch
3
+ license: other
4
  tags:
5
  - backbone
6
  - android
 
26
 
27
  ### Model Details
28
 
29
+ - **Model Type:** Model_use_case.image_classification
30
  - **Model Stats:**
31
  - Model checkpoint: Imagenet
32
  - Input resolution: 224x224
33
  - Number of parameters: 68.8M
34
+ - Model size (float): 263 MB
35
+ - Model size (w8a8): 66.6 MB
36
 
37
+ | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | WideResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 24.346 ms | 0 - 84 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
40
+ | WideResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 24.417 ms | 0 - 10 MB | NPU | Use Export Script |
41
+ | WideResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 7.087 ms | 0 - 173 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
42
+ | WideResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 9.775 ms | 1 - 37 MB | NPU | Use Export Script |
43
+ | WideResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.908 ms | 0 - 965 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
44
+ | WideResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 4.941 ms | 1 - 3 MB | NPU | Use Export Script |
45
+ | WideResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.448 ms | 0 - 83 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
46
+ | WideResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 7.12 ms | 1 - 11 MB | NPU | Use Export Script |
47
+ | WideResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 24.346 ms | 0 - 84 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
48
+ | WideResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 24.417 ms | 0 - 10 MB | NPU | Use Export Script |
49
+ | WideResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.911 ms | 0 - 1021 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
50
+ | WideResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 4.916 ms | 1 - 4 MB | NPU | Use Export Script |
51
+ | WideResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 7.98 ms | 0 - 82 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
52
+ | WideResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 7.659 ms | 1 - 18 MB | NPU | Use Export Script |
53
+ | WideResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.91 ms | 0 - 954 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
54
+ | WideResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 4.919 ms | 1 - 3 MB | NPU | Use Export Script |
55
+ | WideResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.448 ms | 0 - 83 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
56
+ | WideResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 7.12 ms | 1 - 11 MB | NPU | Use Export Script |
57
+ | WideResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 4.904 ms | 0 - 998 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
58
+ | WideResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 4.936 ms | 1 - 16 MB | NPU | Use Export Script |
59
+ | WideResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.788 ms | 0 - 296 MB | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
60
+ | WideResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.644 ms | 0 - 171 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
61
+ | WideResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 3.757 ms | 0 - 43 MB | NPU | Use Export Script |
62
+ | WideResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.681 ms | 0 - 41 MB | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
63
+ | WideResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.392 ms | 0 - 88 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.tflite) |
64
+ | WideResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 3.366 ms | 0 - 36 MB | NPU | Use Export Script |
65
+ | WideResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.479 ms | 0 - 36 MB | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
66
+ | WideResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.75 ms | 1 - 1 MB | NPU | Use Export Script |
67
+ | WideResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.442 ms | 132 - 132 MB | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50.onnx) |
68
+ | WideResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.87 ms | 0 - 37 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.tflite) |
69
+ | WideResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 4.125 ms | 0 - 10 MB | NPU | Use Export Script |
70
+ | WideResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.19 ms | 0 - 102 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.tflite) |
71
+ | WideResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.691 ms | 0 - 104 MB | NPU | Use Export Script |
72
+ | WideResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.75 ms | 0 - 347 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.tflite) |
73
+ | WideResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.887 ms | 0 - 4 MB | NPU | Use Export Script |
74
+ | WideResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.914 ms | 0 - 37 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.tflite) |
75
+ | WideResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 2.023 ms | 0 - 12 MB | NPU | Use Export Script |
76
+ | WideResNet50 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 8.108 ms | 0 - 93 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.tflite) |
77
+ | WideResNet50 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 9.946 ms | 0 - 11 MB | NPU | Use Export Script |
78
+ | WideResNet50 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 24.091 ms | 0 - 2 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.tflite) |
79
+ | WideResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.87 ms | 0 - 37 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.tflite) |
80
+ | WideResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 4.125 ms | 0 - 10 MB | NPU | Use Export Script |
81
+ | WideResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.749 ms | 0 - 340 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.tflite) |
82
+ | WideResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.885 ms | 0 - 2 MB | NPU | Use Export Script |
83
+ | WideResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.658 ms | 0 - 39 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.tflite) |
84
+ | WideResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.812 ms | 0 - 17 MB | NPU | Use Export Script |
85
+ | WideResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.757 ms | 0 - 344 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.tflite) |
86
+ | WideResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.89 ms | 0 - 3 MB | NPU | Use Export Script |
87
+ | WideResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.914 ms | 0 - 37 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.tflite) |
88
+ | WideResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 2.023 ms | 0 - 12 MB | NPU | Use Export Script |
89
+ | WideResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.757 ms | 0 - 338 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.tflite) |
90
+ | WideResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.885 ms | 0 - 340 MB | NPU | Use Export Script |
91
+ | WideResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 15.27 ms | 2 - 216 MB | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.onnx) |
92
+ | WideResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.36 ms | 0 - 105 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.tflite) |
93
+ | WideResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.442 ms | 0 - 105 MB | NPU | Use Export Script |
94
+ | WideResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 13.232 ms | 2 - 510 MB | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.onnx) |
95
+ | WideResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.214 ms | 0 - 38 MB | NPU | [WideResNet50.tflite](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.tflite) |
96
+ | WideResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.276 ms | 0 - 43 MB | NPU | Use Export Script |
97
+ | WideResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 14.2 ms | 0 - 435 MB | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.onnx) |
98
+ | WideResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.828 ms | 1 - 1 MB | NPU | Use Export Script |
99
+ | WideResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 17.862 ms | 77 - 77 MB | NPU | [WideResNet50.onnx](https://huggingface.co/qualcomm/WideResNet50/blob/main/WideResNet50_w8a8.onnx) |
100
 
101
 
102
 
 
158
  Profiling Results
159
  ------------------------------------------------------------
160
  WideResNet50
161
+ Device : cs_8275 (ANDROID 14)
162
+ Runtime : TFLITE
163
+ Estimated inference time (ms) : 24.3
164
+ Estimated peak memory usage (MB): [0, 84]
165
+ Total # Ops : 79
166
+ Compute Unit(s) : npu (79 ops) gpu (0 ops) cpu (0 ops)
167
  ```
168
 
169