Upload Date | April 26 2024 07:02 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | LG Electronics 16T90SP-KD79K |
Motherboard | LG Electronics 16T90SP |
CPU Information | |
---|---|
Name | Intel Core Ultra 7 155H |
Topology | 1 Processor, 16 Cores, 22 Threads |
Identifier | GenuineIntel Family 6 Model 170 Stepping 4 |
Base Frequency | 3.80 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 | DirectML |
Device | Intel(R) Arc(TM) Graphics |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1159
216.8 IPS |
|
Image Classification (F16)
|
100% |
1134
212.2 IPS |
|
Image Classification (I8)
|
100% |
1027
192.1 IPS |
|
Image Segmentation (F32)
|
100% |
1367
22.8 IPS |
|
Image Segmentation (F16)
|
100% |
1412
23.6 IPS |
|
Image Segmentation (I8)
|
98% |
1246
20.8 IPS |
|
Pose Estimation (F32)
|
100% |
12729
15.4 IPS |
|
Pose Estimation (F16)
|
100% |
12640
15.3 IPS |
|
Pose Estimation (I8)
|
100% |
11219
13.6 IPS |
|
Object Detection (F32)
|
100% |
1022
76.3 IPS |
|
Object Detection (F16)
|
100% |
1014
75.7 IPS |
|
Object Detection (I8)
|
54% |
934
69.7 IPS |
|
Face Detection (F32)
|
100% |
1310
15.6 IPS |
|
Face Detection (F16)
|
100% |
1311
15.6 IPS |
|
Face Detection (I8)
|
89% |
1176
14.0 IPS |
|
Depth Estimation (F32)
|
100% |
6815
52.9 IPS |
|
Depth Estimation (F16)
|
100% |
6726
52.2 IPS |
|
Depth Estimation (I8)
|
95% |
5745
44.6 IPS |
|
Style Transfer (F32)
|
100% |
36667
48.2 IPS |
|
Style Transfer (F16)
|
100% |
37041
48.7 IPS |
|
Style Transfer (I8)
|
98% |
28844
37.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
5191
185.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
5991
213.9 IPS |
|
Image Super-Resolution (I8)
|
99% |
4235
151.2 IPS |
|
Text Classification (F32)
|
90% |
587
843.7 IPS |
|
Text Classification (F16)
|
90% |
638
917.0 IPS |
|
Text Classification (I8)
|
90% |
476
684.4 IPS |
|
Machine Translation (F32)
|
100% |
1256
23.1 IPS |
|
Machine Translation (F16)
|
100% |
1249
23.0 IPS |
|
Machine Translation (I8)
|
70% |
749
13.8 IPS |