Upload Date | September 20 2024 03:58 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | LENOVO 21KV001KUS |
Motherboard | LENOVO 21KV001KUS |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core Ultra 7 165H |
Topology | 1 Processor, 16 Cores, 22 Threads |
Identifier | GenuineIntel Family 6 Model 170 Stepping 4 |
Base Frequency | 1.40 GHz |
Cluster 1 | 6 Cores |
Cluster 2 | 10 Cores |
L1 Instruction Cache | 64.0 KB x 11 |
L1 Data Cache | 48.0 KB x 11 |
L2 Cache | 2.00 MB x 2 |
L3 Cache | 24.0 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1661
310.7 IPS |
|
Image Classification (F16)
|
100% |
1608
300.9 IPS |
|
Image Classification (I8)
|
99% |
2814
526.6 IPS |
|
Image Segmentation (F32)
|
100% |
1508
25.2 IPS |
|
Image Segmentation (F16)
|
100% |
1532
25.6 IPS |
|
Image Segmentation (I8)
|
98% |
2650
44.3 IPS |
|
Pose Estimation (F32)
|
100% |
6028
7.30 IPS |
|
Pose Estimation (F16)
|
100% |
5999
7.26 IPS |
|
Pose Estimation (I8)
|
100% |
22157
26.8 IPS |
|
Object Detection (F32)
|
100% |
1604
119.8 IPS |
|
Object Detection (F16)
|
100% |
1703
127.2 IPS |
|
Object Detection (I8)
|
62% |
1558
116.3 IPS |
|
Face Detection (F32)
|
100% |
3743
44.5 IPS |
|
Face Detection (F16)
|
100% |
3712
44.1 IPS |
|
Face Detection (I8)
|
89% |
3918
46.6 IPS |
|
Depth Estimation (F32)
|
100% |
6581
51.0 IPS |
|
Depth Estimation (F16)
|
100% |
6674
51.8 IPS |
|
Depth Estimation (I8)
|
96% |
13092
101.5 IPS |
|
Style Transfer (F32)
|
100% |
13986
18.4 IPS |
|
Style Transfer (F16)
|
100% |
14066
18.5 IPS |
|
Style Transfer (I8)
|
98% |
20035
26.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
2602
92.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
2647
94.5 IPS |
|
Image Super-Resolution (I8)
|
99% |
4422
157.9 IPS |
|
Text Classification (F32)
|
100% |
1024
1.47 KIPS |
|
Text Classification (F16)
|
100% |
1080
1.55 KIPS |
|
Text Classification (I8)
|
98% |
437
628.2 IPS |
|
Machine Translation (F32)
|
100% |
1703
31.3 IPS |
|
Machine Translation (F16)
|
100% |
1710
31.5 IPS |
|
Machine Translation (I8)
|
67% |
2632
48.4 IPS |