Upload Date | November 20 2024 11:33 PM |
Views | 2 |
AI Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 3050 Ti Laptop GPU |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | Microsoft Corporation Surface Laptop Studio |
Motherboard | Microsoft Corporation Surface Laptop Studio |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i7-11370H |
Topology | 1 Processor, 4 Cores, 8 Threads |
Identifier | GenuineIntel Family 6 Model 140 Stepping 1 |
Base Frequency | 3.30 GHz |
Cluster 1 | 4 Cores |
Memory Information | |
---|---|
Size | 16.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
2949
548.4 IPS |
|
Image Classification (HP)
|
100% |
3297
613.2 IPS |
|
Image Classification (Q)
|
100% |
2256
419.6 IPS |
|
Image Segmentation (SP)
|
100% |
3451
56.0 IPS |
|
Image Segmentation (HP)
|
100% |
4280
69.4 IPS |
|
Image Segmentation (Q)
|
98% |
2884
46.9 IPS |
|
Pose Estimation (SP)
|
100% |
33466
39.0 IPS |
|
Pose Estimation (HP)
|
100% |
106636
124.4 IPS |
|
Pose Estimation (Q)
|
97% |
28152
33.0 IPS |
|
Object Detection (SP)
|
100% |
2992
237.3 IPS |
|
Object Detection (HP)
|
100% |
4803
381.0 IPS |
|
Object Detection (Q)
|
89% |
2411
193.0 IPS |
|
Face Detection (SP)
|
100% |
6430
76.4 IPS |
|
Face Detection (HP)
|
100% |
10775
128.0 IPS |
|
Face Detection (Q)
|
97% |
5226
62.3 IPS |
|
Depth Estimation (SP)
|
100% |
15503
119.4 IPS |
|
Depth Estimation (HP)
|
99% |
31989
246.5 IPS |
|
Depth Estimation (Q)
|
76% |
12031
96.9 IPS |
|
Style Transfer (SP)
|
100% |
59184
76.1 IPS |
|
Style Transfer (HP)
|
100% |
147505
189.6 IPS |
|
Style Transfer (Q)
|
98% |
49803
64.2 IPS |
|
Image Super-Resolution (SP)
|
100% |
11479
423.9 IPS |
|
Image Super-Resolution (HP)
|
100% |
15059
556.1 IPS |
|
Image Super-Resolution (Q)
|
99% |
6952
257.4 IPS |
|
Text Classification (SP)
|
100% |
941
1.26 KIPS |
|
Text Classification (HP)
|
100% |
711
949.7 IPS |
|
Text Classification (Q)
|
97% |
867
1.16 KIPS |
|
Machine Translation (SP)
|
100% |
949
16.4 IPS |
|
Machine Translation (HP)
|
100% |
918
15.8 IPS |
|
Machine Translation (Q)
|
60% |
515
11.5 IPS |