Upload Date | July 27 2025 05:12 PM |
Views | 7 |
System Information | |
---|---|
Operating System | Debian GNU/Linux 12 (bookworm) |
Model | IBM System x3650 M3 -[7945K3G]- |
Motherboard | IBM 90Y4784 |
CPU Information | |
---|---|
Name | Intel Xeon E5620 |
Topology | 1 Processor, 4 Cores, 8 Threads |
Identifier | GenuineIntel Family 6 Model 44 Stepping 2 |
Base Frequency | 2.39 GHz |
Cluster 1 | 0 Cores |
L1 Instruction Cache | 32.0 KB x 4 |
L1 Data Cache | 32.0 KB x 4 |
L2 Cache | 256 KB x 4 |
L3 Cache | 12.0 MB x 1 |
Memory Information | |
---|---|
Size | 66.72 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
7
1.38 IPS |
|
Image Classification (F16)
|
100% |
8
1.49 IPS |
|
Image Classification (I8)
|
97% |
7
1.27 IPS |
|
Image Segmentation (F32)
|
100% |
10
0.18 IPS |
|
Image Segmentation (F16)
|
100% |
11
0.18 IPS |
|
Image Segmentation (I8)
|
98% |
9
0.15 IPS |
|
Pose Estimation (F32)
|
100% |
11
0.01 IPS |
|
Pose Estimation (F16)
|
100% |
12
0.01 IPS |
|
Pose Estimation (I8)
|
100% |
10
0.01 IPS |
|
Object Detection (F32)
|
100% |
7
0.55 IPS |
|
Object Detection (F16)
|
100% |
8
0.58 IPS |
|
Object Detection (I8)
|
68% |
7
0.50 IPS |
|
Face Detection (F32)
|
100% |
23
0.28 IPS |
|
Face Detection (F16)
|
100% |
26
0.30 IPS |
|
Face Detection (I8)
|
87% |
21
0.25 IPS |
|
Depth Estimation (F32)
|
100% |
18
0.14 IPS |
|
Depth Estimation (F16)
|
100% |
18
0.14 IPS |
|
Depth Estimation (I8)
|
95% |
13
0.10 IPS |
|
Style Transfer (F32)
|
100% |
38
0.05 IPS |
|
Style Transfer (F16)
|
100% |
38
0.05 IPS |
|
Style Transfer (I8)
|
98% |
33
0.04 IPS |
|
Image Super-Resolution (F32)
|
100% |
8
0.28 IPS |
|
Image Super-Resolution (F16)
|
100% |
8
0.27 IPS |
|
Image Super-Resolution (I8)
|
98% |
6
0.23 IPS |
|
Text Classification (F32)
|
100% |
8
12.1 IPS |
|
Text Classification (F16)
|
100% |
8
12.0 IPS |
|
Text Classification (I8)
|
92% |
7
9.65 IPS |
|
Machine Translation (F32)
|
100% |
17
0.32 IPS |
|
Machine Translation (F16)
|
100% |
15
0.28 IPS |
|
Machine Translation (I8)
|
62% |
11
0.21 IPS |