Upload Date | November 18 2024 10:07 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Intel Core i5-6600K |
System Information | |
---|---|
Operating System | Debian GNU/Linux 12 (bookworm) |
Model | Gigabyte Technology Co., Ltd. Z170X-UD5 |
Motherboard | Gigabyte Technology Co., Ltd. Z170X-UD5-CF |
CPU Information | |
---|---|
Name | Intel Core i5-6600K |
Topology | 1 Processor, 4 Cores |
Identifier | GenuineIntel Family 6 Model 94 Stepping 3 |
Base Frequency | 3.90 GHz |
Cluster 1 | 0 Cores |
Memory Information | |
---|---|
Size | 62.75 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
475
88.3 IPS |
|
Image Classification (HP)
|
100% |
466
86.7 IPS |
|
Image Classification (Q)
|
99% |
249
46.5 IPS |
|
Image Segmentation (SP)
|
100% |
652
10.6 IPS |
|
Image Segmentation (HP)
|
100% |
724
11.7 IPS |
|
Image Segmentation (Q)
|
98% |
360
5.86 IPS |
|
Pose Estimation (SP)
|
100% |
1145
1.34 IPS |
|
Pose Estimation (HP)
|
100% |
1087
1.27 IPS |
|
Pose Estimation (Q)
|
96% |
944
1.11 IPS |
|
Object Detection (SP)
|
100% |
474
37.6 IPS |
|
Object Detection (HP)
|
100% |
544
43.1 IPS |
|
Object Detection (Q)
|
85% |
311
25.0 IPS |
|
Face Detection (SP)
|
100% |
1126
13.4 IPS |
|
Face Detection (HP)
|
100% |
1157
13.7 IPS |
|
Face Detection (Q)
|
97% |
759
9.05 IPS |
|
Depth Estimation (SP)
|
100% |
1191
9.17 IPS |
|
Depth Estimation (HP)
|
99% |
1147
8.83 IPS |
|
Depth Estimation (Q)
|
63% |
702
6.58 IPS |
|
Style Transfer (SP)
|
100% |
1838
2.36 IPS |
|
Style Transfer (HP)
|
100% |
1839
2.36 IPS |
|
Style Transfer (Q)
|
98% |
2153
2.78 IPS |
|
Image Super-Resolution (SP)
|
100% |
700
25.8 IPS |
|
Image Super-Resolution (HP)
|
100% |
701
25.9 IPS |
|
Image Super-Resolution (Q)
|
97% |
536
19.9 IPS |
|
Text Classification (SP)
|
100% |
923
1.23 KIPS |
|
Text Classification (HP)
|
100% |
884
1.18 KIPS |
|
Text Classification (Q)
|
92% |
296
398.0 IPS |
|
Machine Translation (SP)
|
100% |
1218
21.0 IPS |
|
Machine Translation (HP)
|
100% |
1217
21.0 IPS |
|
Machine Translation (Q)
|
58% |
271
6.37 IPS |