Upload Date | August 19 2024 06:21 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | LENOVO 21KWZC45US |
Motherboard | LENOVO 21KWZC45US |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core Ultra 5 135H |
Topology | 1 Processor, 14 Cores, 18 Threads |
Identifier | GenuineIntel Family 6 Model 170 Stepping 4 |
Base Frequency | 1.70 GHz |
Cluster 1 | 4 Cores |
Cluster 2 | 10 Cores |
L1 Instruction Cache | 64.0 KB x 9 |
L1 Data Cache | 48.0 KB x 9 |
L2 Cache | 2.00 MB x 2 |
L3 Cache | 18.0 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | Intel(R) Arc(TM) Graphics |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1295
242.2 IPS |
|
Image Classification (F16)
|
100% |
1303
243.9 IPS |
|
Image Classification (I8)
|
100% |
1150
215.2 IPS |
|
Image Segmentation (F32)
|
100% |
1250
20.9 IPS |
|
Image Segmentation (F16)
|
100% |
1351
22.6 IPS |
|
Image Segmentation (I8)
|
98% |
1151
19.2 IPS |
|
Pose Estimation (F32)
|
100% |
11993
14.5 IPS |
|
Pose Estimation (F16)
|
100% |
11299
13.7 IPS |
|
Pose Estimation (I8)
|
100% |
10107
12.2 IPS |
|
Object Detection (F32)
|
100% |
1075
80.2 IPS |
|
Object Detection (F16)
|
100% |
1121
83.7 IPS |
|
Object Detection (I8)
|
54% |
896
66.9 IPS |
|
Face Detection (F32)
|
100% |
946
11.2 IPS |
|
Face Detection (F16)
|
100% |
946
11.2 IPS |
|
Face Detection (I8)
|
89% |
860
10.2 IPS |
|
Depth Estimation (F32)
|
100% |
7071
54.8 IPS |
|
Depth Estimation (F16)
|
100% |
7245
56.2 IPS |
|
Depth Estimation (I8)
|
95% |
5709
44.3 IPS |
|
Style Transfer (F32)
|
100% |
37113
48.8 IPS |
|
Style Transfer (F16)
|
100% |
36980
48.6 IPS |
|
Style Transfer (I8)
|
98% |
27647
36.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
6800
242.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
6591
235.4 IPS |
|
Image Super-Resolution (I8)
|
99% |
4545
162.3 IPS |
|
Text Classification (F32)
|
90% |
723
1.04 KIPS |
|
Text Classification (F16)
|
90% |
697
1.00 KIPS |
|
Text Classification (I8)
|
90% |
536
771.0 IPS |
|
Machine Translation (F32)
|
100% |
1436
26.4 IPS |
|
Machine Translation (F16)
|
100% |
1424
26.2 IPS |
|
Machine Translation (I8)
|
70% |
781
14.4 IPS |