Hugging Face's logo

qualcomm
/
ResNet50

Image Classification
PyTorch
backbone
bu_auto
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
65d8578
·
verified ·
1 Parent(s): 152e458

v0.54.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.54.0 for changelog.

Files changed (2) hide show
  1. README.md +48 -52
  2. release_assets.json +7 -7
README.md CHANGED
@@ -29,12 +29,12 @@ Below are pre-exported model assets ready for deployment.
29
 
30
  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
32
- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.53.1/resnet50-onnx-float.zip)
33
- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.53.1/resnet50-onnx-w8a8.zip)
34
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.53.1/resnet50-qnn_dlc-float.zip)
35
- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.53.1/resnet50-qnn_dlc-w8a8.zip)
36
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.53.1/resnet50-tflite-float.zip)
37
- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.53.1/resnet50-tflite-w8a8.zip)
38
 
39
  For more device-specific assets and performance metrics, visit **[ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet50)**.
40
 
@@ -71,8 +71,8 @@ See our repository for [ResNet50 on GitHub](https://github.com/qualcomm/ai-hub-m
71
  | ResNet50 | ONNX | float | Snapdragon® X Elite | 2.071 ms | 49 - 49 MB | NPU
72
  | ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.476 ms | 0 - 83 MB | NPU
73
  | ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.989 ms | 0 - 10 MB | NPU
74
- | ResNet50 | ONNX | float | Qualcomm® QCS9075 | 3.177 ms | 0 - 4 MB | NPU
75
  | ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.243 ms | 0 - 54 MB | NPU
 
76
  | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.549 ms | 0 - 45 MB | NPU
77
  | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.581 ms | 0 - 46 MB | NPU
78
  | ResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.483 ms | 25 - 25 MB | NPU
@@ -81,76 +81,72 @@ See our repository for [ResNet50 on GitHub](https://github.com/qualcomm/ai-hub-m
81
  | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.677 ms | 0 - 80 MB | NPU
82
  | ResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 32.0 ms | 8 - 27 MB | CPU
83
  | ResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.894 ms | 0 - 2 MB | NPU
84
- | ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.969 ms | 0 - 3 MB | NPU
85
  | ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 23.239 ms | 6 - 14 MB | CPU
 
86
  | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.581 ms | 0 - 46 MB | NPU
87
  | ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 17.798 ms | 6 - 14 MB | CPU
88
- | ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 17.798 ms | 6 - 14 MB | CPU
89
- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.083 ms | 1 - 49 MB | NPU
90
- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.262 ms | 1 - 49 MB | NPU
91
- | ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 1.233 ms | 1 - 1 MB | NPU
92
- | ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 2.338 ms | 1 - 1 MB | NPU
93
- | ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 2.338 ms | 1 - 1 MB | NPU
94
- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.614 ms | 0 - 77 MB | NPU
95
- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 10.717 ms | 1 - 45 MB | NPU
96
- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.24 ms | 1 - 93 MB | NPU
97
- | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.344 ms | 1 - 47 MB | NPU
98
- | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.344 ms | 1 - 47 MB | NPU
99
- | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.344 ms | 1 - 47 MB | NPU
100
- | ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.299 ms | 3 - 5 MB | NPU
101
- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.752 ms | 0 - 61 MB | NPU
102
- | ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 10.717 ms | 1 - 45 MB | NPU
103
- | ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 3.666 ms | 0 - 28 MB | NPU
104
- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.262 ms | 1 - 49 MB | NPU
105
- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.486 ms | 0 - 46 MB | NPU
106
- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.53 ms | 0 - 43 MB | NPU
107
- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.515 ms | 0 - 0 MB | NPU
108
- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.955 ms | 0 - 0 MB | NPU
109
- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.955 ms | 0 - 0 MB | NPU
110
- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.678 ms | 0 - 75 MB | NPU
111
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.984 ms | 2 - 4 MB | NPU
112
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.003 ms | 0 - 42 MB | NPU
113
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.897 ms | 0 - 10 MB | NPU
114
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.088 ms | 0 - 44 MB | NPU
115
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.088 ms | 0 - 44 MB | NPU
116
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.088 ms | 0 - 44 MB | NPU
117
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.969 ms | 0 - 2 MB | NPU
118
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 6.484 ms | 0 - 162 MB | NPU
119
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.194 ms | 0 - 73 MB | NPU
120
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.003 ms | 0 - 42 MB | NPU
121
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.446 ms | 0 - 40 MB | NPU
122
- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.53 ms | 0 - 43 MB | NPU
123
- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.227 ms | 0 - 50 MB | NPU
124
- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.227 ms | 0 - 50 MB | NPU
125
  | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.084 ms | 0 - 71 MB | NPU
126
  | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.249 ms | 0 - 72 MB | NPU
127
  | ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.581 ms | 0 - 109 MB | NPU
128
- | ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 10.619 ms | 0 - 69 MB | NPU
129
  | ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.234 ms | 0 - 85 MB | NPU
130
  | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.34 ms | 0 - 70 MB | NPU
131
  | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.34 ms | 0 - 70 MB | NPU
132
  | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.34 ms | 0 - 70 MB | NPU
133
- | ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 3.337 ms | 0 - 52 MB | NPU
134
- | ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.73 ms | 0 - 96 MB | NPU
135
  | ResNet50 | TFLITE | float | Qualcomm® SA7255P | 10.619 ms | 0 - 69 MB | NPU
 
136
  | ResNet50 | TFLITE | float | Qualcomm® SA8295P | 3.622 ms | 0 - 50 MB | NPU
137
  | ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.249 ms | 0 - 72 MB | NPU
 
138
  | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.445 ms | 0 - 46 MB | NPU
139
  | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.485 ms | 0 - 45 MB | NPU
140
  | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.578 ms | 0 - 74 MB | NPU
141
  | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.727 ms | 0 - 27 MB | NPU
142
- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.766 ms | 0 - 42 MB | NPU
143
  | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.763 ms | 0 - 2 MB | NPU
144
  | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.966 ms | 0 - 45 MB | NPU
145
  | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.966 ms | 0 - 45 MB | NPU
146
  | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.966 ms | 0 - 45 MB | NPU
147
- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.82 ms | 0 - 27 MB | NPU
148
  | ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 6.108 ms | 0 - 162 MB | NPU
 
 
149
  | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.049 ms | 0 - 75 MB | NPU
150
  | ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.766 ms | 0 - 42 MB | NPU
151
  | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.29 ms | 0 - 40 MB | NPU
152
- | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.485 ms | 0 - 45 MB | NPU
153
- | ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.096 ms | 0 - 49 MB | NPU
154
  | ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.096 ms | 0 - 49 MB | NPU
155
 
156
  ## License
 
29
 
30
  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
32
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.54.0/resnet50-onnx-float.zip)
33
+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.54.0/resnet50-onnx-w8a8.zip)
34
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.54.0/resnet50-qnn_dlc-float.zip)
35
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.54.0/resnet50-qnn_dlc-w8a8.zip)
36
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.54.0/resnet50-tflite-float.zip)
37
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.54.0/resnet50-tflite-w8a8.zip)
38
 
39
  For more device-specific assets and performance metrics, visit **[ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet50)**.
40
 
 
71
  | ResNet50 | ONNX | float | Snapdragon® X Elite | 2.071 ms | 49 - 49 MB | NPU
72
  | ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.476 ms | 0 - 83 MB | NPU
73
  | ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.989 ms | 0 - 10 MB | NPU
 
74
  | ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.243 ms | 0 - 54 MB | NPU
75
+ | ResNet50 | ONNX | float | Qualcomm® QCS9075 | 3.177 ms | 0 - 4 MB | NPU
76
  | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.549 ms | 0 - 45 MB | NPU
77
  | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.581 ms | 0 - 46 MB | NPU
78
  | ResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.483 ms | 25 - 25 MB | NPU
 
81
  | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.677 ms | 0 - 80 MB | NPU
82
  | ResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 32.0 ms | 8 - 27 MB | CPU
83
  | ResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.894 ms | 0 - 2 MB | NPU
84
+ | ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 17.798 ms | 6 - 14 MB | CPU
85
  | ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 23.239 ms | 6 - 14 MB | CPU
86
+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.969 ms | 0 - 3 MB | NPU
87
  | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.581 ms | 0 - 46 MB | NPU
88
  | ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 17.798 ms | 6 - 14 MB | CPU
89
+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.089 ms | 1 - 50 MB | NPU
90
+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.259 ms | 0 - 48 MB | NPU
91
+ | ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 1.218 ms | 1 - 1 MB | NPU
92
+ | ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 2.334 ms | 1 - 1 MB | NPU
93
+ | ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 2.334 ms | 1 - 1 MB | NPU
94
+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.603 ms | 0 - 76 MB | NPU
95
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.214 ms | 1 - 2 MB | NPU
96
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.356 ms | 1 - 47 MB | NPU
97
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.356 ms | 1 - 47 MB | NPU
98
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.356 ms | 1 - 47 MB | NPU
99
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 10.693 ms | 1 - 45 MB | NPU
100
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.755 ms | 0 - 61 MB | NPU
101
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 3.667 ms | 0 - 29 MB | NPU
102
+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.259 ms | 0 - 48 MB | NPU
103
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.307 ms | 1 - 3 MB | NPU
104
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.48 ms | 0 - 46 MB | NPU
105
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.53 ms | 0 - 45 MB | NPU
106
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.48 ms | 0 - 0 MB | NPU
107
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.946 ms | 0 - 0 MB | NPU
108
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.946 ms | 0 - 0 MB | NPU
109
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.678 ms | 0 - 72 MB | NPU
110
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.039 ms | 2 - 4 MB | NPU
111
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.895 ms | 0 - 2 MB | NPU
112
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.087 ms | 0 - 44 MB | NPU
113
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.087 ms | 0 - 44 MB | NPU
114
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.087 ms | 0 - 44 MB | NPU
115
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.228 ms | 0 - 49 MB | NPU
116
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 6.418 ms | 0 - 162 MB | NPU
117
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.966 ms | 0 - 2 MB | NPU
118
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.53 ms | 0 - 45 MB | NPU
119
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.185 ms | 0 - 73 MB | NPU
120
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.026 ms | 0 - 42 MB | NPU
121
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.44 ms | 0 - 40 MB | NPU
122
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.228 ms | 0 - 49 MB | NPU
 
 
 
123
  | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.084 ms | 0 - 71 MB | NPU
124
  | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.249 ms | 0 - 72 MB | NPU
125
  | ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.581 ms | 0 - 109 MB | NPU
 
126
  | ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.234 ms | 0 - 85 MB | NPU
127
  | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.34 ms | 0 - 70 MB | NPU
128
  | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.34 ms | 0 - 70 MB | NPU
129
  | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.34 ms | 0 - 70 MB | NPU
 
 
130
  | ResNet50 | TFLITE | float | Qualcomm® SA7255P | 10.619 ms | 0 - 69 MB | NPU
131
+ | ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.73 ms | 0 - 96 MB | NPU
132
  | ResNet50 | TFLITE | float | Qualcomm® SA8295P | 3.622 ms | 0 - 50 MB | NPU
133
  | ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.249 ms | 0 - 72 MB | NPU
134
+ | ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 3.337 ms | 0 - 52 MB | NPU
135
  | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.445 ms | 0 - 46 MB | NPU
136
  | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.485 ms | 0 - 45 MB | NPU
137
  | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.578 ms | 0 - 74 MB | NPU
138
  | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.727 ms | 0 - 27 MB | NPU
 
139
  | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.763 ms | 0 - 2 MB | NPU
140
  | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.966 ms | 0 - 45 MB | NPU
141
  | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.966 ms | 0 - 45 MB | NPU
142
  | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.966 ms | 0 - 45 MB | NPU
143
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.096 ms | 0 - 49 MB | NPU
144
  | ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 6.108 ms | 0 - 162 MB | NPU
145
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.82 ms | 0 - 27 MB | NPU
146
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.485 ms | 0 - 45 MB | NPU
147
  | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.049 ms | 0 - 75 MB | NPU
148
  | ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.766 ms | 0 - 42 MB | NPU
149
  | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.29 ms | 0 - 40 MB | NPU
 
 
150
  | ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.096 ms | 0 - 49 MB | NPU
151
 
152
  ## License
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.53.1",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,20 +8,20 @@
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/resnet50/releases/v0.53.1/resnet50-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/resnet50/releases/v0.53.1/resnet50-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.53.1/resnet50-onnx-float.zip"
25
  }
26
  }
27
  },
@@ -32,20 +32,20 @@
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/resnet50/releases/v0.53.1/resnet50-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/resnet50/releases/v0.53.1/resnet50-qnn_dlc-w8a8.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
  "qairt": "2.42.0.251225135753_193295",
46
  "onnx_runtime": "1.24.3"
47
  },
48
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.53.1/resnet50-onnx-w8a8.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.54.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
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/resnet50/releases/v0.54.0/resnet50-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/resnet50/releases/v0.54.0/resnet50-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.54.0/resnet50-onnx-float.zip"
25
  }
26
  }
27
  },
 
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/resnet50/releases/v0.54.0/resnet50-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/resnet50/releases/v0.54.0/resnet50-qnn_dlc-w8a8.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
  "qairt": "2.42.0.251225135753_193295",
46
  "onnx_runtime": "1.24.3"
47
  },
48
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.54.0/resnet50-onnx-w8a8.zip"
49
  }
50
  }
51
  }