Hugging Face's logo

qualcomm
/
WideResNet50

Image Classification
PyTorch
backbone
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
ddd4fee
·
verified ·
1 Parent(s): 7fcbd32

v0.56.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +95 -91
  2. release_assets.json +11 -11
README.md CHANGED
@@ -28,12 +28,12 @@ Below are pre-exported model assets ready for deployment.
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.55.0/wideresnet50-onnx-float.zip)
32
- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.55.0/wideresnet50-onnx-w8a8.zip)
33
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.55.0/wideresnet50-qnn_dlc-float.zip)
34
- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.55.0/wideresnet50-qnn_dlc-w8a8.zip)
35
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.55.0/wideresnet50-tflite-float.zip)
36
- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.55.0/wideresnet50-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[WideResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/wideresnet50)**.
39
 
@@ -63,92 +63,96 @@ See our repository for [WideResNet50 on GitHub](https://github.com/qualcomm/ai-h
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
- | WideResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.634 ms | 0 - 186 MB | NPU
67
- | WideResNet50 | ONNX | float | Snapdragon® X2 Elite | 2.204 ms | 211 - 211 MB | NPU
68
- | WideResNet50 | ONNX | float | Snapdragon® X Elite | 4.247 ms | 148 - 148 MB | NPU
69
- | WideResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.475 ms | 0 - 224 MB | NPU
70
- | WideResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.591 ms | 1 - 207 MB | NPU
71
- | WideResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.808 ms | 0 - 175 MB | NPU
72
- | WideResNet50 | ONNX | float | Qualcomm® QCS9075 | 6.792 ms | 1 - 46 MB | NPU
73
- | WideResNet50 | ONNX | float | Qualcomm® QCS8750 | 2.808 ms | 0 - 175 MB | NPU
74
- | WideResNet50 | ONNX | float | Qualcomm® QCS7181 | 4.247 ms | 148 - 148 MB | NPU
75
- | WideResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.152 ms | 0 - 59 MB | NPU
76
- | WideResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.817 ms | 212 - 212 MB | NPU
77
- | WideResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 1.664 ms | 149 - 149 MB | NPU
78
- | WideResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.396 ms | 0 - 134 MB | NPU
79
- | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 76.564 ms | 10 - 107 MB | CPU
80
- | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.886 ms | 0 - 252 MB | NPU
81
- | WideResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 57.743 ms | 8 - 18 MB | CPU
82
- | WideResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 61.593 ms | 0 - 9 MB | CPU
83
- | WideResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.223 ms | 0 - 58 MB | NPU
84
- | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 1.928 ms | 0 - 45 MB | NPU
85
- | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS7790 | 57.743 ms | 8 - 18 MB | CPU
86
- | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS8750 | 1.223 ms | 0 - 58 MB | NPU
87
- | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS7181 | 1.664 ms | 149 - 149 MB | NPU
88
- | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.552 ms | 1 - 170 MB | NPU
89
- | WideResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 2.496 ms | 1 - 1 MB | NPU
90
- | WideResNet50 | QNN_DLC | float | Snapdragon® X Elite | 4.74 ms | 1 - 1 MB | NPU
91
- | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.637 ms | 0 - 224 MB | NPU
92
- | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8275 | 24.509 ms | 1 - 174 MB | NPU
93
- | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.842 ms | 1 - 2 MB | NPU
94
- | WideResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 7.142 ms | 1 - 169 MB | NPU
95
- | WideResNet50 | QNN_DLC | float | Qualcomm® SA8650P | 7.142 ms | 1 - 169 MB | NPU
96
- | WideResNet50 | QNN_DLC | float | Qualcomm® SA8255P | 7.142 ms | 1 - 169 MB | NPU
97
- | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.235 ms | 0 - 198 MB | NPU
98
- | WideResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 7.824 ms | 1 - 152 MB | NPU
99
- | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.901 ms | 0 - 174 MB | NPU
100
- | WideResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 24.509 ms | 1 - 174 MB | NPU
101
- | WideResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 7.065 ms | 3 - 5 MB | NPU
102
- | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8750 | 2.901 ms | 0 - 174 MB | NPU
103
- | WideResNet50 | QNN_DLC | float | Qualcomm® QCS7181 | 4.74 ms | 1 - 1 MB | NPU
104
- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.088 ms | 0 - 59 MB | NPU
105
- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.866 ms | 0 - 0 MB | NPU
106
- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.789 ms | 0 - 0 MB | NPU
107
- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.384 ms | 0 - 129 MB | NPU
108
- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 7.917 ms | 0 - 2 MB | NPU
109
- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 3.965 ms | 0 - 55 MB | NPU
110
- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.843 ms | 0 - 169 MB | NPU
111
- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.029 ms | 0 - 56 MB | NPU
112
- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8650P | 2.029 ms | 0 - 56 MB | NPU
113
- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8255P | 2.029 ms | 0 - 56 MB | NPU
114
- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.965 ms | 0 - 55 MB | NPU
115
- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.86 ms | 0 - 210 MB | NPU
116
- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.726 ms | 0 - 57 MB | NPU
117
- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 22.678 ms | 0 - 217 MB | NPU
118
- | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.199 ms | 0 - 58 MB | NPU
119
- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.904 ms | 0 - 2 MB | NPU
120
- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.523 ms | 0 - 132 MB | NPU
121
- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 2.86 ms | 0 - 210 MB | NPU
122
- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 1.199 ms | 0 - 58 MB | NPU
123
- | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 1.789 ms | 0 - 0 MB | NPU
124
- | WideResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.524 ms | 0 - 101 MB | NPU
125
- | WideResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.557 ms | 0 - 215 MB | NPU
126
- | WideResNet50 | TFLITE | float | Qualcomm® QCS8275 | 23.77 ms | 0 - 100 MB | NPU
127
- | WideResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.77 ms | 0 - 2 MB | NPU
128
- | WideResNet50 | TFLITE | float | Qualcomm® SA8775P | 7.055 ms | 0 - 101 MB | NPU
129
- | WideResNet50 | TFLITE | float | Qualcomm® SA8650P | 7.055 ms | 0 - 101 MB | NPU
130
- | WideResNet50 | TFLITE | float | Qualcomm® SA8255P | 7.055 ms | 0 - 101 MB | NPU
131
- | WideResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.182 ms | 0 - 192 MB | NPU
132
- | WideResNet50 | TFLITE | float | Qualcomm® SA8295P | 7.769 ms | 0 - 88 MB | NPU
133
- | WideResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.853 ms | 0 - 106 MB | NPU
134
- | WideResNet50 | TFLITE | float | Qualcomm® SA7255P | 23.77 ms | 0 - 100 MB | NPU
 
135
  | WideResNet50 | TFLITE | float | Qualcomm® QCS9075 | 7.054 ms | 0 - 134 MB | NPU
136
- | WideResNet50 | TFLITE | float | Qualcomm® QCS8750 | 2.853 ms | 0 - 106 MB | NPU
137
- | WideResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.05 ms | 0 - 56 MB | NPU
138
- | WideResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.344 ms | 0 - 129 MB | NPU
139
- | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 | 3.757 ms | 0 - 52 MB | NPU
140
- | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.735 ms | 0 - 3 MB | NPU
141
- | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.889 ms | 0 - 54 MB | NPU
142
- | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA8650P | 1.889 ms | 0 - 54 MB | NPU
143
- | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA8255P | 1.889 ms | 0 - 54 MB | NPU
144
- | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 3.757 ms | 0 - 52 MB | NPU
145
- | WideResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.724 ms | 0 - 208 MB | NPU
146
- | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 2.586 ms | 0 - 50 MB | NPU
147
- | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 16.683 ms | 0 - 212 MB | NPU
148
- | WideResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.127 ms | 0 - 55 MB | NPU
149
- | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.388 ms | 0 - 130 MB | NPU
150
- | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS7790 | 2.724 ms | 0 - 208 MB | NPU
151
- | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS8750 | 1.127 ms | 0 - 55 MB | NPU
 
 
 
152
 
153
  ## License
154
  * The license for the original implementation of WideResNet50 can be found
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.56.0/wideresnet50-onnx-float.zip)
32
+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.56.0/wideresnet50-onnx-w8a8.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.56.0/wideresnet50-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.56.0/wideresnet50-qnn_dlc-w8a8.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.56.0/wideresnet50-tflite-float.zip)
36
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.56.0/wideresnet50-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[WideResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/wideresnet50)**.
39
 
 
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | WideResNet50 | ONNX | float | Snapdragon® X2 Elite | 2.867 ms | 180 - 180 MB | NPU
67
+ | WideResNet50 | ONNX | float | Snapdragon® X Elite | 4.219 ms | 148 - 148 MB | NPU
68
+ | WideResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.529 ms | 0 - 209 MB | NPU
69
+ | WideResNet50 | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 8.812 ms | 1 - 189 MB | NPU
70
+ | WideResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.542 ms | 1 - 4 MB | NPU
71
+ | WideResNet50 | ONNX | float | Qualcomm® QCS8450 | 8.812 ms | 1 - 189 MB | NPU
72
+ | WideResNet50 | ONNX | float | Snapdragon® 8 Elite Mobile | 2.912 ms | 0 - 172 MB | NPU
73
+ | WideResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.411 ms | 1 - 169 MB | NPU
74
+ | WideResNet50 | ONNX | float | Qualcomm® QCS9075 | 6.764 ms | 1 - 46 MB | NPU
75
+ | WideResNet50 | ONNX | float | Qualcomm® QCS8750 | 2.912 ms | 0 - 172 MB | NPU
76
+ | WideResNet50 | ONNX | float | Qualcomm® QCS7181 | 4.219 ms | 148 - 148 MB | NPU
77
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.81 ms | 181 - 181 MB | NPU
78
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 1.683 ms | 149 - 149 MB | NPU
79
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.395 ms | 0 - 123 MB | NPU
80
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2.587 ms | 0 - 125 MB | NPU
81
+ | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 7.25 ms | 0 - 45 MB | NPU
82
+ | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.861 ms | 0 - 4 MB | NPU
83
+ | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS8450 | 2.587 ms | 0 - 125 MB | NPU
84
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.159 ms | 0 - 55 MB | NPU
85
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.809 ms | 0 - 211 MB | NPU
86
+ | WideResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 20.597 ms | 0 - 212 MB | NPU
87
+ | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 1.93 ms | 0 - 45 MB | NPU
88
+ | WideResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 1.224 ms | 0 - 57 MB | NPU
89
+ | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS7790 | 2.809 ms | 0 - 211 MB | NPU
90
+ | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS8750 | 1.224 ms | 0 - 57 MB | NPU
91
+ | WideResNet50 | ONNX | w8a8 | Qualcomm® QCS7181 | 1.683 ms | 149 - 149 MB | NPU
92
+ | WideResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 2.532 ms | 1 - 1 MB | NPU
93
+ | WideResNet50 | QNN_DLC | float | Snapdragon® X Elite | 4.672 ms | 1 - 1 MB | NPU
94
+ | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.634 ms | 0 - 224 MB | NPU
95
+ | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 9.221 ms | 0 - 197 MB | NPU
96
+ | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8275 | 24.489 ms | 1 - 174 MB | NPU
97
+ | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.803 ms | 1 - 361 MB | NPU
98
+ | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8450 | 9.221 ms | 0 - 197 MB | NPU
99
+ | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.96 ms | 1 - 177 MB | NPU
100
+ | WideResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 7.837 ms | 1 - 152 MB | NPU
101
+ | WideResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.557 ms | 1 - 173 MB | NPU
102
+ | WideResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 24.489 ms | 1 - 174 MB | NPU
103
+ | WideResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 7.065 ms | 1 - 3 MB | NPU
104
+ | WideResNet50 | QNN_DLC | float | Qualcomm® QCS8750 | 2.96 ms | 1 - 177 MB | NPU
105
+ | WideResNet50 | QNN_DLC | float | Qualcomm® QCS7181 | 4.672 ms | 1 - 1 MB | NPU
106
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.884 ms | 0 - 0 MB | NPU
107
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.773 ms | 1 - 1 MB | NPU
108
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.398 ms | 0 - 131 MB | NPU
109
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2.515 ms | 0 - 132 MB | NPU
110
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 7.762 ms | 0 - 2 MB | NPU
111
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 4.034 ms | 0 - 55 MB | NPU
112
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.851 ms | 0 - 2 MB | NPU
113
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 2.515 ms | 0 - 132 MB | NPU
114
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.094 ms | 0 - 59 MB | NPU
115
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.858 ms | 0 - 211 MB | NPU
116
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 18.132 ms | 0 - 217 MB | NPU
117
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.906 ms | 2 - 4 MB | NPU
118
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 4.034 ms | 0 - 55 MB | NPU
119
+ | WideResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 1.166 ms | 0 - 56 MB | NPU
120
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.725 ms | 0 - 56 MB | NPU
121
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 2.858 ms | 0 - 211 MB | NPU
122
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 1.166 ms | 0 - 56 MB | NPU
123
+ | WideResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 1.773 ms | 1 - 1 MB | NPU
124
+ | WideResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.553 ms | 0 - 214 MB | NPU
125
+ | WideResNet50 | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 8.171 ms | 0 - 192 MB | NPU
126
+ | WideResNet50 | TFLITE | float | Qualcomm® QCS8275 | 23.802 ms | 0 - 100 MB | NPU
127
+ | WideResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.775 ms | 0 - 2 MB | NPU
128
+ | WideResNet50 | TFLITE | float | Qualcomm® SA8775P | 50.623 ms | 0 - 17 MB | GPU
129
+ | WideResNet50 | TFLITE | float | Qualcomm® SA8650P | 50.623 ms | 0 - 17 MB | GPU
130
+ | WideResNet50 | TFLITE | float | Qualcomm® SA8255P | 50.623 ms | 0 - 17 MB | GPU
131
+ | WideResNet50 | TFLITE | float | Qualcomm® QCS8450 | 8.171 ms | 0 - 192 MB | NPU
132
+ | WideResNet50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.845 ms | 0 - 107 MB | NPU
133
+ | WideResNet50 | TFLITE | float | Qualcomm® SA8295P | 7.757 ms | 0 - 88 MB | NPU
134
+ | WideResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.523 ms | 0 - 98 MB | NPU
135
+ | WideResNet50 | TFLITE | float | Qualcomm® SA7255P | 23.802 ms | 0 - 100 MB | NPU
136
  | WideResNet50 | TFLITE | float | Qualcomm® QCS9075 | 7.054 ms | 0 - 134 MB | NPU
137
+ | WideResNet50 | TFLITE | float | Qualcomm® QCS8750 | 2.845 ms | 0 - 107 MB | NPU
138
+ | WideResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.333 ms | 0 - 130 MB | NPU
139
+ | WideResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2.388 ms | 0 - 129 MB | NPU
140
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 6.931 ms | 0 - 68 MB | NPU
141
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 | 3.728 ms | 0 - 52 MB | NPU
142
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.731 ms | 0 - 2 MB | NPU
143
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 50.869 ms | 1 - 22 MB | GPU
144
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA8650P | 50.869 ms | 1 - 22 MB | GPU
145
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA8255P | 50.869 ms | 1 - 22 MB | GPU
146
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 | 2.388 ms | 0 - 129 MB | NPU
147
+ | WideResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.045 ms | 0 - 55 MB | NPU
148
+ | WideResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.72 ms | 0 - 207 MB | NPU
149
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 16.724 ms | 0 - 213 MB | NPU
150
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.739 ms | 0 - 68 MB | NPU
151
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 3.728 ms | 0 - 52 MB | NPU
152
+ | WideResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 1.123 ms | 0 - 55 MB | NPU
153
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 2.582 ms | 0 - 50 MB | NPU
154
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS7790 | 2.72 ms | 0 - 207 MB | NPU
155
+ | WideResNet50 | TFLITE | w8a8 | Qualcomm® QCS8750 | 1.123 ms | 0 - 55 MB | NPU
156
 
157
  ## License
158
  * The license for the original implementation of WideResNet50 can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
1
  {
2
- "version": "0.55.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
- "litert": "1.4.3"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.55.0/wideresnet50-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.55.0/wideresnet50-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
- "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.25.0"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.55.0/wideresnet50-onnx-float.zip"
25
  }
26
  }
27
  },
@@ -30,22 +30,22 @@
30
  "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
- "litert": "1.4.3"
34
  },
35
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.55.0/wideresnet50-tflite-w8a8.zip"
36
  },
37
  "qnn_dlc": {
38
  "tool_versions": {
39
  "qairt": "2.45.0.260326154327"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.55.0/wideresnet50-qnn_dlc-w8a8.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
- "qairt": "2.42.0.251225135753_193295",
46
  "onnx_runtime": "1.25.0"
47
  },
48
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.55.0/wideresnet50-onnx-w8a8.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.56.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.4"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.56.0/wideresnet50-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.56.0/wideresnet50-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
+ "qairt": "2.45.0.260326154327",
22
  "onnx_runtime": "1.25.0"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.56.0/wideresnet50-onnx-float.zip"
25
  }
26
  }
27
  },
 
30
  "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
+ "litert": "1.4.4"
34
  },
35
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.56.0/wideresnet50-tflite-w8a8.zip"
36
  },
37
  "qnn_dlc": {
38
  "tool_versions": {
39
  "qairt": "2.45.0.260326154327"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.56.0/wideresnet50-qnn_dlc-w8a8.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
+ "qairt": "2.45.0.260326154327",
46
  "onnx_runtime": "1.25.0"
47
  },
48
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/wideresnet50/releases/v0.56.0/wideresnet50-onnx-w8a8.zip"
49
  }
50
  }
51
  }