Upload Date | August 21 2024 12:51 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 | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | Intel(R) Arc(TM) Graphics |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1142
213.6 IPS |
|
Image Classification (F16)
|
100% |
1211
226.7 IPS |
|
Image Classification (I8)
|
100% |
1031
192.9 IPS |
|
Image Segmentation (F32)
|
100% |
1303
21.8 IPS |
|
Image Segmentation (F16)
|
100% |
1339
22.4 IPS |
|
Image Segmentation (I8)
|
98% |
1131
18.9 IPS |
|
Pose Estimation (F32)
|
100% |
11866
14.4 IPS |
|
Pose Estimation (F16)
|
100% |
11631
14.1 IPS |
|
Pose Estimation (I8)
|
100% |
10612
12.9 IPS |
|
Object Detection (F32)
|
100% |
1105
82.5 IPS |
|
Object Detection (F16)
|
100% |
1187
88.6 IPS |
|
Object Detection (I8)
|
54% |
993
74.1 IPS |
|
Face Detection (F32)
|
100% |
968
11.5 IPS |
|
Face Detection (F16)
|
100% |
968
11.5 IPS |
|
Face Detection (I8)
|
89% |
868
10.3 IPS |
|
Depth Estimation (F32)
|
100% |
6957
54.0 IPS |
|
Depth Estimation (F16)
|
100% |
7099
55.0 IPS |
|
Depth Estimation (I8)
|
95% |
5813
45.1 IPS |
|
Style Transfer (F32)
|
100% |
35173
46.3 IPS |
|
Style Transfer (F16)
|
100% |
37604
49.5 IPS |
|
Style Transfer (I8)
|
98% |
26191
34.5 IPS |
|
Image Super-Resolution (F32)
|
100% |
6495
231.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
6731
240.4 IPS |
|
Image Super-Resolution (I8)
|
99% |
3971
141.8 IPS |
|
Text Classification (F32)
|
90% |
714
1.03 KIPS |
|
Text Classification (F16)
|
90% |
725
1.04 KIPS |
|
Text Classification (I8)
|
90% |
565
811.9 IPS |
|
Machine Translation (F32)
|
100% |
1478
27.2 IPS |
|
Machine Translation (F16)
|
100% |
1430
26.3 IPS |
|
Machine Translation (I8)
|
70% |
830
15.3 IPS |