Hugging Face's logo

qualcomm
/
FCN-ResNet50

Image Segmentation
PyTorch
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
7598757
·
verified ·
1 Parent(s): a646151

v0.50.2

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +72 -72
  2. release_assets.json +1 -1
README.md CHANGED
@@ -27,12 +27,12 @@ Below are pre-exported model assets ready for deployment.
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.1/fcn_resnet50-onnx-float.zip)
31
- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.1/fcn_resnet50-onnx-w8a8.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.1/fcn_resnet50-qnn_dlc-float.zip)
33
- | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.1/fcn_resnet50-qnn_dlc-w8a8.zip)
34
- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.1/fcn_resnet50-tflite-float.zip)
35
- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.1/fcn_resnet50-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[FCN-ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fcn_resnet50)**.
38
 
@@ -63,73 +63,73 @@ See our repository for [FCN-ResNet50 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
- | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 22.907 ms | 4 - 325 MB | NPU
67
- | FCN-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 23.315 ms | 63 - 63 MB | NPU
68
- | FCN-ResNet50 | ONNX | float | Snapdragon® X Elite | 43.183 ms | 62 - 62 MB | NPU
69
- | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 32.653 ms | 1 - 382 MB | NPU
70
- | FCN-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 43.012 ms | 3 - 11 MB | NPU
71
- | FCN-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 75.149 ms | 3 - 9 MB | NPU
72
- | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 26.786 ms | 1 - 297 MB | NPU
73
- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.063 ms | 1 - 249 MB | NPU
74
- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 7.115 ms | 33 - 33 MB | NPU
75
- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 13.857 ms | 32 - 32 MB | NPU
76
- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.018 ms | 1 - 280 MB | NPU
77
- | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 897.613 ms | 68 - 110 MB | CPU
78
- | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 13.52 ms | 0 - 21 MB | NPU
79
- | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 15.137 ms | 1 - 4 MB | NPU
80
- | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 839.434 ms | 48 - 57 MB | CPU
81
- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.556 ms | 1 - 205 MB | NPU
82
- | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 705.649 ms | 73 - 82 MB | CPU
83
- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.759 ms | 2 - 331 MB | NPU
84
- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 22.764 ms | 3 - 3 MB | NPU
85
- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 44.235 ms | 3 - 3 MB | NPU
86
- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 33.279 ms | 0 - 384 MB | NPU
87
- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 272.271 ms | 1 - 304 MB | NPU
88
- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 44.391 ms | 3 - 5 MB | NPU
89
- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 72.461 ms | 1 - 304 MB | NPU
90
- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 78.746 ms | 3 - 8 MB | NPU
91
- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 84.153 ms | 2 - 278 MB | NPU
92
- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 272.271 ms | 1 - 304 MB | NPU
93
- | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 77.744 ms | 0 - 217 MB | NPU
94
- | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 26.371 ms | 0 - 318 MB | NPU
95
- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.547 ms | 1 - 245 MB | NPU
96
- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 7.831 ms | 1 - 1 MB | NPU
97
- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 15.211 ms | 1 - 1 MB | NPU
98
- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.422 ms | 1 - 265 MB | NPU
99
- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 92.897 ms | 1 - 3 MB | NPU
100
- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 39.517 ms | 1 - 205 MB | NPU
101
- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.967 ms | 1 - 3 MB | NPU
102
- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.691 ms | 1 - 215 MB | NPU
103
- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 16.846 ms | 3 - 5 MB | NPU
104
- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 386.21 ms | 1 - 347 MB | NPU
105
- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 23.809 ms | 1 - 267 MB | NPU
106
- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 39.517 ms | 1 - 205 MB | NPU
107
- | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 22.147 ms | 1 - 209 MB | NPU
108
- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.867 ms | 1 - 201 MB | NPU
109
- | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 25.958 ms | 1 - 281 MB | NPU
110
- | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 20.472 ms | 0 - 355 MB | NPU
111
- | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 33.045 ms | 0 - 428 MB | NPU
112
- | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 272.405 ms | 0 - 332 MB | NPU
113
- | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 44.279 ms | 0 - 7 MB | NPU
114
- | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 72.53 ms | 0 - 331 MB | NPU
115
- | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 77.969 ms | 0 - 71 MB | NPU
116
- | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 84.925 ms | 0 - 317 MB | NPU
117
- | FCN-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 272.405 ms | 0 - 332 MB | NPU
118
- | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 77.796 ms | 0 - 246 MB | NPU
119
- | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.063 ms | 0 - 343 MB | NPU
120
  | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.145 ms | 0 - 247 MB | NPU
121
- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.04 ms | 0 - 267 MB | NPU
122
- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 94.783 ms | 0 - 39 MB | NPU
123
- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 38.268 ms | 0 - 206 MB | NPU
124
- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.405 ms | 0 - 3 MB | NPU
125
- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 14.726 ms | 0 - 205 MB | NPU
126
- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 14.958 ms | 0 - 35 MB | NPU
127
- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 450.037 ms | 0 - 352 MB | NPU
128
- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 23.158 ms | 0 - 269 MB | NPU
129
- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 38.268 ms | 0 - 206 MB | NPU
130
- | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 21.372 ms | 0 - 210 MB | NPU
131
- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.54 ms | 0 - 201 MB | NPU
132
- | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 26.682 ms | 0 - 282 MB | NPU
133
 
134
  ## License
135
  * The license for the original implementation of FCN-ResNet50 can be found
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | 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/fcn_resnet50/releases/v0.50.2/fcn_resnet50-onnx-float.zip)
31
+ | 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/fcn_resnet50/releases/v0.50.2/fcn_resnet50-onnx-w8a8.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-qnn_dlc-float.zip)
33
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-qnn_dlc-w8a8.zip)
34
+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-tflite-float.zip)
35
+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[FCN-ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fcn_resnet50)**.
38
 
 
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 22.429 ms | 4 - 326 MB | NPU
67
+ | FCN-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 23.176 ms | 63 - 63 MB | NPU
68
+ | FCN-ResNet50 | ONNX | float | Snapdragon® X Elite | 43.168 ms | 62 - 62 MB | NPU
69
+ | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 32.577 ms | 0 - 382 MB | NPU
70
+ | FCN-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 43.03 ms | 3 - 6 MB | NPU
71
+ | FCN-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 75.156 ms | 3 - 9 MB | NPU
72
+ | FCN-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 26.466 ms | 1 - 297 MB | NPU
73
+ | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.055 ms | 0 - 248 MB | NPU
74
+ | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 7.077 ms | 33 - 33 MB | NPU
75
+ | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 13.821 ms | 32 - 32 MB | NPU
76
+ | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.174 ms | 0 - 279 MB | NPU
77
+ | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 907.251 ms | 68 - 111 MB | CPU
78
+ | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 13.515 ms | 1 - 259 MB | NPU
79
+ | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 15.155 ms | 1 - 4 MB | NPU
80
+ | FCN-ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 843.043 ms | 54 - 63 MB | CPU
81
+ | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.58 ms | 1 - 206 MB | NPU
82
+ | FCN-ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 707.962 ms | 80 - 88 MB | CPU
83
+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.662 ms | 3 - 331 MB | NPU
84
+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 22.829 ms | 3 - 3 MB | NPU
85
+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 44.195 ms | 3 - 3 MB | NPU
86
+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 33.24 ms | 3 - 385 MB | NPU
87
+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 272.365 ms | 1 - 304 MB | NPU
88
+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 44.069 ms | 3 - 6 MB | NPU
89
+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 72.498 ms | 1 - 304 MB | NPU
90
+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 78.663 ms | 3 - 8 MB | NPU
91
+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 83.904 ms | 1 - 275 MB | NPU
92
+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 272.365 ms | 1 - 304 MB | NPU
93
+ | FCN-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 77.755 ms | 0 - 217 MB | NPU
94
+ | FCN-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 26.24 ms | 3 - 322 MB | NPU
95
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.542 ms | 1 - 246 MB | NPU
96
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 7.864 ms | 1 - 1 MB | NPU
97
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 15.175 ms | 1 - 1 MB | NPU
98
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.375 ms | 1 - 267 MB | NPU
99
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 92.908 ms | 1 - 3 MB | NPU
100
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 39.543 ms | 1 - 205 MB | NPU
101
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.947 ms | 1 - 197 MB | NPU
102
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.759 ms | 1 - 215 MB | NPU
103
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 17.017 ms | 3 - 5 MB | NPU
104
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 392.044 ms | 1 - 347 MB | NPU
105
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 23.99 ms | 1 - 267 MB | NPU
106
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 39.543 ms | 1 - 205 MB | NPU
107
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 22.112 ms | 1 - 209 MB | NPU
108
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.869 ms | 1 - 202 MB | NPU
109
+ | FCN-ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 26.065 ms | 1 - 281 MB | NPU
110
+ | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 20.489 ms | 0 - 355 MB | NPU
111
+ | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 33.281 ms | 0 - 432 MB | NPU
112
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 272.269 ms | 0 - 329 MB | NPU
113
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 44.565 ms | 0 - 3 MB | NPU
114
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 72.513 ms | 0 - 330 MB | NPU
115
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 78.557 ms | 0 - 71 MB | NPU
116
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 83.942 ms | 0 - 316 MB | NPU
117
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 272.269 ms | 0 - 329 MB | NPU
118
+ | FCN-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 77.812 ms | 0 - 246 MB | NPU
119
+ | FCN-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.329 ms | 0 - 349 MB | NPU
120
  | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.145 ms | 0 - 247 MB | NPU
121
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.09 ms | 0 - 270 MB | NPU
122
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 94.653 ms | 0 - 39 MB | NPU
123
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 38.256 ms | 0 - 206 MB | NPU
124
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.359 ms | 0 - 5 MB | NPU
125
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 14.754 ms | 0 - 205 MB | NPU
126
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 14.952 ms | 0 - 35 MB | NPU
127
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 433.127 ms | 0 - 352 MB | NPU
128
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 23.27 ms | 0 - 268 MB | NPU
129
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 38.256 ms | 0 - 206 MB | NPU
130
+ | FCN-ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 21.338 ms | 0 - 209 MB | NPU
131
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.553 ms | 0 - 199 MB | NPU
132
+ | FCN-ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 26.346 ms | 0 - 281 MB | NPU
133
 
134
  ## License
135
  * The license for the original implementation of FCN-ResNet50 can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- {"version":"0.50.1","precisions":{"w8a8":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.1/fcn_resnet50-tflite-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.1/fcn_resnet50-qnn_dlc-w8a8.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.1/fcn_resnet50-onnx-w8a8.zip"}}},"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.1/fcn_resnet50-tflite-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.1/fcn_resnet50-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.1/fcn_resnet50-onnx-float.zip"}}}}}
 
1
+ {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-tflite-float.zip"}}},"w8a8":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-onnx-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-qnn_dlc-w8a8.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fcn_resnet50/releases/v0.50.2/fcn_resnet50-tflite-w8a8.zip"}}}}}