Upload Date | August 19 2024 11:48 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% |
1293
241.9 IPS |
|
Image Classification (F16)
|
100% |
1312
245.6 IPS |
|
Image Classification (I8)
|
100% |
1138
212.9 IPS |
|
Image Segmentation (F32)
|
100% |
1419
23.7 IPS |
|
Image Segmentation (F16)
|
100% |
1384
23.1 IPS |
|
Image Segmentation (I8)
|
98% |
1217
20.3 IPS |
|
Pose Estimation (F32)
|
100% |
12463
15.1 IPS |
|
Pose Estimation (F16)
|
100% |
12070
14.6 IPS |
|
Pose Estimation (I8)
|
100% |
10333
12.5 IPS |
|
Object Detection (F32)
|
100% |
1125
84.0 IPS |
|
Object Detection (F16)
|
100% |
1140
85.1 IPS |
|
Object Detection (I8)
|
54% |
1015
75.8 IPS |
|
Face Detection (F32)
|
100% |
1065
12.7 IPS |
|
Face Detection (F16)
|
100% |
1087
12.9 IPS |
|
Face Detection (I8)
|
89% |
967
11.5 IPS |
|
Depth Estimation (F32)
|
100% |
7208
55.9 IPS |
|
Depth Estimation (F16)
|
100% |
7192
55.8 IPS |
|
Depth Estimation (I8)
|
95% |
5894
45.7 IPS |
|
Style Transfer (F32)
|
100% |
37571
49.4 IPS |
|
Style Transfer (F16)
|
100% |
37327
49.1 IPS |
|
Style Transfer (I8)
|
98% |
27394
36.0 IPS |
|
Image Super-Resolution (F32)
|
100% |
6032
215.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
5654
201.9 IPS |
|
Image Super-Resolution (I8)
|
99% |
3882
138.6 IPS |
|
Text Classification (F32)
|
90% |
582
836.3 IPS |
|
Text Classification (F16)
|
90% |
433
622.6 IPS |
|
Text Classification (I8)
|
90% |
347
498.8 IPS |
|
Machine Translation (F32)
|
100% |
1255
23.1 IPS |
|
Machine Translation (F16)
|
100% |
1218
22.4 IPS |
|
Machine Translation (I8)
|
70% |
777
14.3 IPS |