Upload Date | December 12 2024 01:43 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | Acer Swift SF14-51 |
Motherboard | LNL Icefish_LNV |
Power Plan | Acer |
CPU Information | |
---|---|
Name | Intel(R) Core(TM) Ultra 7 258V |
Topology | 1 Processor, 8 Cores |
Identifier | GenuineIntel Family 6 Model 189 Stepping 1 |
Base Frequency | 2.20 GHz |
Cluster 1 | 4 Cores |
Cluster 2 | 4 Cores |
L1 Instruction Cache | 64.0 KB x 4 |
L1 Data Cache | 48.0 KB x 4 |
L2 Cache | 2.50 MB x 1 |
L3 Cache | 12.0 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | Intel(R) Arc(TM) 140V GPU (16GB) |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3349
626.7 IPS |
|
Image Classification (F16)
|
100% |
2804
524.8 IPS |
|
Image Classification (I8)
|
100% |
2099
392.8 IPS |
|
Image Segmentation (F32)
|
100% |
6167
103.0 IPS |
|
Image Segmentation (F16)
|
100% |
6063
101.3 IPS |
|
Image Segmentation (I8)
|
98% |
4567
76.3 IPS |
|
Pose Estimation (F32)
|
100% |
21438
26.0 IPS |
|
Pose Estimation (F16)
|
100% |
19732
23.9 IPS |
|
Pose Estimation (I8)
|
100% |
16149
19.6 IPS |
|
Object Detection (F32)
|
100% |
2942
219.7 IPS |
|
Object Detection (F16)
|
100% |
2947
220.0 IPS |
|
Object Detection (I8)
|
61% |
2594
193.6 IPS |
|
Face Detection (F32)
|
100% |
8112
96.5 IPS |
|
Face Detection (F16)
|
100% |
7928
94.3 IPS |
|
Face Detection (I8)
|
89% |
5477
65.1 IPS |
|
Depth Estimation (F32)
|
100% |
18518
143.6 IPS |
|
Depth Estimation (F16)
|
100% |
18029
139.8 IPS |
|
Depth Estimation (I8)
|
94% |
13505
104.7 IPS |
|
Style Transfer (F32)
|
100% |
45984
60.5 IPS |
|
Style Transfer (F16)
|
100% |
45068
59.3 IPS |
|
Style Transfer (I8)
|
98% |
43079
56.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
7803
278.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
8695
310.5 IPS |
|
Image Super-Resolution (I8)
|
99% |
4991
178.2 IPS |
|
Text Classification (F32)
|
100% |
930
1.34 KIPS |
|
Text Classification (F16)
|
100% |
695
998.9 IPS |
|
Text Classification (I8)
|
98% |
561
806.1 IPS |
|
Machine Translation (F32)
|
100% |
1619
29.8 IPS |
|
Machine Translation (F16)
|
100% |
1555
28.6 IPS |
|
Machine Translation (I8)
|
70% |
874
16.1 IPS |