Upload Date | July 19 2024 03:11 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 (64-bit) |
Model | LENOVO 21KUZBUACN |
Motherboard | LENOVO 21KUZBUACN |
CPU Information | |
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Name | Intel Core Ultra 7 155H |
Topology | 1 Processor, 16 Cores, 22 Threads |
Identifier | GenuineIntel Family 6 Model 170 Stepping 4 |
Base Frequency | 1.40 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 | |
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Framework | ONNX |
Backend | DirectML |
Device | Intel(R) Graphics |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1233
230.8 IPS |
|
Image Classification (F16)
|
100% |
1213
226.9 IPS |
|
Image Classification (I8)
|
100% |
1058
198.0 IPS |
|
Image Segmentation (F32)
|
100% |
930
15.5 IPS |
|
Image Segmentation (F16)
|
100% |
912
15.2 IPS |
|
Image Segmentation (I8)
|
98% |
769
12.9 IPS |
|
Pose Estimation (F32)
|
100% |
8076
9.78 IPS |
|
Pose Estimation (F16)
|
100% |
8060
9.76 IPS |
|
Pose Estimation (I8)
|
100% |
6719
8.14 IPS |
|
Object Detection (F32)
|
100% |
1118
83.4 IPS |
|
Object Detection (F16)
|
100% |
1102
82.3 IPS |
|
Object Detection (I8)
|
54% |
927
69.2 IPS |
|
Face Detection (F32)
|
100% |
547
6.50 IPS |
|
Face Detection (F16)
|
100% |
547
6.51 IPS |
|
Face Detection (I8)
|
89% |
493
5.86 IPS |
|
Depth Estimation (F32)
|
100% |
6102
47.3 IPS |
|
Depth Estimation (F16)
|
100% |
6093
47.3 IPS |
|
Depth Estimation (I8)
|
95% |
4784
37.1 IPS |
|
Style Transfer (F32)
|
100% |
28732
37.8 IPS |
|
Style Transfer (F16)
|
100% |
27484
36.2 IPS |
|
Style Transfer (I8)
|
98% |
19143
25.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
4986
178.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
5283
188.7 IPS |
|
Image Super-Resolution (I8)
|
99% |
3532
126.1 IPS |
|
Text Classification (F32)
|
90% |
792
1.14 KIPS |
|
Text Classification (F16)
|
90% |
807
1.16 KIPS |
|
Text Classification (I8)
|
90% |
578
830.3 IPS |
|
Machine Translation (F32)
|
100% |
1279
23.5 IPS |
|
Machine Translation (F16)
|
100% |
1257
23.1 IPS |
|
Machine Translation (I8)
|
70% |
710
13.1 IPS |