User | unixwizard |
Upload Date | December 17 2024 10:37 PM |
Views | 8 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Intel Core i7-8700K |
System Information | |
---|---|
Operating System | Debian GNU/Linux 12 (bookworm) |
Model | Gigabyte Technology Co., Ltd. Z370N WIFI |
Motherboard | Gigabyte Technology Co., Ltd. Z370N WIFI-CF |
CPU Information | |
---|---|
Name | Intel Core i7-8700K |
Topology | 1 Processor, 6 Cores, 12 Threads |
Identifier | GenuineIntel Family 6 Model 158 Stepping 10 |
Base Frequency | 4.70 GHz |
Cluster 1 | 0 Cores |
Memory Information | |
---|---|
Size | 15.54 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
1313
244.2 IPS |
|
Image Classification (HP)
|
100% |
1278
237.6 IPS |
|
Image Classification (Q)
|
99% |
573
107.0 IPS |
|
Image Segmentation (SP)
|
100% |
1403
22.7 IPS |
|
Image Segmentation (HP)
|
100% |
1410
22.9 IPS |
|
Image Segmentation (Q)
|
98% |
697
11.3 IPS |
|
Pose Estimation (SP)
|
100% |
1842
2.15 IPS |
|
Pose Estimation (HP)
|
100% |
1836
2.14 IPS |
|
Pose Estimation (Q)
|
96% |
1888
2.21 IPS |
|
Object Detection (SP)
|
100% |
1341
106.4 IPS |
|
Object Detection (HP)
|
100% |
1345
106.7 IPS |
|
Object Detection (Q)
|
85% |
684
55.0 IPS |
|
Face Detection (SP)
|
100% |
1866
22.2 IPS |
|
Face Detection (HP)
|
100% |
1839
21.8 IPS |
|
Face Detection (Q)
|
97% |
1410
16.8 IPS |
|
Depth Estimation (SP)
|
100% |
1818
14.0 IPS |
|
Depth Estimation (HP)
|
99% |
1821
14.0 IPS |
|
Depth Estimation (Q)
|
63% |
1331
12.5 IPS |
|
Style Transfer (SP)
|
100% |
2129
2.74 IPS |
|
Style Transfer (HP)
|
100% |
2124
2.73 IPS |
|
Style Transfer (Q)
|
98% |
3634
4.69 IPS |
|
Image Super-Resolution (SP)
|
100% |
1330
49.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
1282
47.3 IPS |
|
Image Super-Resolution (Q)
|
97% |
1005
37.3 IPS |
|
Text Classification (SP)
|
100% |
1421
1.90 KIPS |
|
Text Classification (HP)
|
100% |
1373
1.83 KIPS |
|
Text Classification (Q)
|
92% |
433
582.2 IPS |
|
Machine Translation (SP)
|
100% |
1840
31.7 IPS |
|
Machine Translation (HP)
|
100% |
1858
32.0 IPS |
|
Machine Translation (Q)
|
58% |
392
9.20 IPS |