Upload Date | August 19 2024 11:51 PM |
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% |
1113
208.3 IPS |
|
Image Classification (F16)
|
100% |
1109
207.5 IPS |
|
Image Classification (I8)
|
100% |
1024
191.5 IPS |
|
Image Segmentation (F32)
|
100% |
1360
22.7 IPS |
|
Image Segmentation (F16)
|
100% |
1344
22.4 IPS |
|
Image Segmentation (I8)
|
98% |
1187
19.8 IPS |
|
Pose Estimation (F32)
|
100% |
11907
14.4 IPS |
|
Pose Estimation (F16)
|
100% |
12536
15.2 IPS |
|
Pose Estimation (I8)
|
100% |
10238
12.4 IPS |
|
Object Detection (F32)
|
100% |
1135
84.7 IPS |
|
Object Detection (F16)
|
100% |
1101
82.2 IPS |
|
Object Detection (I8)
|
54% |
1007
75.2 IPS |
|
Face Detection (F32)
|
100% |
1037
12.3 IPS |
|
Face Detection (F16)
|
100% |
1055
12.5 IPS |
|
Face Detection (I8)
|
89% |
949
11.3 IPS |
|
Depth Estimation (F32)
|
100% |
7029
54.5 IPS |
|
Depth Estimation (F16)
|
100% |
7192
55.8 IPS |
|
Depth Estimation (I8)
|
95% |
5099
39.5 IPS |
|
Style Transfer (F32)
|
100% |
36723
48.3 IPS |
|
Style Transfer (F16)
|
100% |
35934
47.3 IPS |
|
Style Transfer (I8)
|
98% |
27539
36.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
5812
207.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
5548
198.1 IPS |
|
Image Super-Resolution (I8)
|
99% |
4282
152.9 IPS |
|
Text Classification (F32)
|
90% |
515
740.1 IPS |
|
Text Classification (F16)
|
90% |
582
836.1 IPS |
|
Text Classification (I8)
|
90% |
451
647.9 IPS |
|
Machine Translation (F32)
|
100% |
1296
23.8 IPS |
|
Machine Translation (F16)
|
100% |
1308
24.1 IPS |
|
Machine Translation (I8)
|
70% |
762
14.0 IPS |