Upload Date | November 21 2024 07:57 AM |
Views | 4 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Intel Xeon E5-2620 v4 |
System Information | |
---|---|
Operating System | Ubuntu 22.04.4 LTS |
Model | VMware, Inc. VMware Virtual Platform |
Motherboard | Intel Corporation 440BX Desktop Reference Platform |
CPU Information | |
---|---|
Name | Intel Xeon E5-2620 v4 |
Topology | 8 Processors, 8 Cores |
Identifier | GenuineIntel Family 6 Model 79 Stepping 1 |
Base Frequency | 2.10 GHz |
Cluster 1 | 0 Cores |
Memory Information | |
---|---|
Size | 15.61 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
18
3.35 IPS |
|
Image Classification (HP)
|
100% |
18
3.26 IPS |
|
Image Classification (Q)
|
97% |
13
2.50 IPS |
|
Image Segmentation (SP)
|
100% |
24
0.40 IPS |
|
Image Segmentation (HP)
|
100% |
24
0.39 IPS |
|
Image Segmentation (Q)
|
98% |
18
0.29 IPS |
|
Pose Estimation (SP)
|
100% |
29
0.03 IPS |
|
Pose Estimation (HP)
|
100% |
29
0.03 IPS |
|
Pose Estimation (Q)
|
96% |
23
0.03 IPS |
|
Object Detection (SP)
|
100% |
17
1.37 IPS |
|
Object Detection (HP)
|
100% |
17
1.35 IPS |
|
Object Detection (Q)
|
87% |
13
1.06 IPS |
|
Face Detection (SP)
|
100% |
58
0.69 IPS |
|
Face Detection (HP)
|
100% |
58
0.69 IPS |
|
Face Detection (Q)
|
97% |
44
0.53 IPS |
|
Depth Estimation (SP)
|
100% |
42
0.32 IPS |
|
Depth Estimation (HP)
|
99% |
41
0.32 IPS |
|
Depth Estimation (Q)
|
64% |
27
0.25 IPS |
|
Style Transfer (SP)
|
100% |
87
0.11 IPS |
|
Style Transfer (HP)
|
100% |
86
0.11 IPS |
|
Style Transfer (Q)
|
98% |
69
0.09 IPS |
|
Image Super-Resolution (SP)
|
100% |
19
0.69 IPS |
|
Image Super-Resolution (HP)
|
100% |
19
0.70 IPS |
|
Image Super-Resolution (Q)
|
97% |
14
0.54 IPS |
|
Text Classification (SP)
|
100% |
23
30.8 IPS |
|
Text Classification (HP)
|
100% |
24
31.9 IPS |
|
Text Classification (Q)
|
91% |
16
21.6 IPS |
|
Machine Translation (SP)
|
100% |
40
0.70 IPS |
|
Machine Translation (HP)
|
100% |
40
0.70 IPS |
|
Machine Translation (Q)
|
58% |
21
0.49 IPS |