Upload Date | March 24 2025 08:56 AM |
Views | 6 |
System Information | |
---|---|
Operating System | Ubuntu 24.04.2 LTS |
Model | To Be Filled By O.E.M. To Be Filled By O.E.M. |
Motherboard | ASRock X99E-ITX/ac |
CPU Information | |
---|---|
Name | Intel Xeon E5-2680 v4 |
Topology | 1 Processor, 14 Cores, 28 Threads |
Identifier | GenuineIntel Family 6 Model 79 Stepping 1 |
Base Frequency | 3.30 GHz |
Cluster 1 | 0 Cores |
L1 Instruction Cache | 32.0 KB x 14 |
L1 Data Cache | 32.0 KB x 14 |
L2 Cache | 256 KB x 14 |
L3 Cache | 35.0 MB x 1 |
Memory Information | |
---|---|
Size | 125.71 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1273
238.3 IPS |
|
Image Classification (F16)
|
100% |
1289
241.2 IPS |
|
Image Classification (I8)
|
99% |
609
114.0 IPS |
|
Image Segmentation (F32)
|
100% |
1668
27.9 IPS |
|
Image Segmentation (F16)
|
100% |
1668
27.9 IPS |
|
Image Segmentation (I8)
|
98% |
621
10.4 IPS |
|
Pose Estimation (F32)
|
100% |
1711
2.07 IPS |
|
Pose Estimation (F16)
|
100% |
1720
2.08 IPS |
|
Pose Estimation (I8)
|
100% |
2298
2.78 IPS |
|
Object Detection (F32)
|
100% |
1357
101.3 IPS |
|
Object Detection (F16)
|
100% |
1357
101.3 IPS |
|
Object Detection (I8)
|
65% |
711
53.1 IPS |
|
Face Detection (F32)
|
100% |
1965
23.4 IPS |
|
Face Detection (F16)
|
100% |
1953
23.2 IPS |
|
Face Detection (I8)
|
87% |
1464
17.4 IPS |
|
Depth Estimation (F32)
|
100% |
1625
12.6 IPS |
|
Depth Estimation (F16)
|
100% |
1625
12.6 IPS |
|
Depth Estimation (I8)
|
95% |
1520
11.8 IPS |
|
Style Transfer (F32)
|
100% |
1879
2.47 IPS |
|
Style Transfer (F16)
|
100% |
1863
2.45 IPS |
|
Style Transfer (I8)
|
98% |
3408
4.48 IPS |
|
Image Super-Resolution (F32)
|
100% |
1350
48.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
1256
44.9 IPS |
|
Image Super-Resolution (I8)
|
98% |
999
35.7 IPS |
|
Text Classification (F32)
|
100% |
920
1.32 KIPS |
|
Text Classification (F16)
|
100% |
922
1.33 KIPS |
|
Text Classification (I8)
|
92% |
294
421.9 IPS |
|
Machine Translation (F32)
|
100% |
1587
29.2 IPS |
|
Machine Translation (F16)
|
100% |
1591
29.3 IPS |
|
Machine Translation (I8)
|
62% |
393
7.23 IPS |