User | Dorazo |
Upload Date | December 31 2024 10:35 PM |
Views | 2 |
AI Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 4050 Laptop GPU |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | Micro-Star International Co., Ltd. Cyborg 15 A12VE |
Motherboard | Micro-Star International Co., Ltd. MS-15K1 |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i5-12450H |
Topology | 1 Processor, 8 Cores, 12 Threads |
Identifier | GenuineIntel Family 6 Model 154 Stepping 3 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores |
Cluster 2 | 4 Cores |
Memory Information | |
---|---|
Size | 16.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
4272
794.5 IPS |
|
Image Classification (HP)
|
99% |
9014
1.68 KIPS |
|
Image Classification (Q)
|
99% |
4290
800.2 IPS |
|
Image Segmentation (SP)
|
100% |
8112
131.5 IPS |
|
Image Segmentation (HP)
|
100% |
9918
160.8 IPS |
|
Image Segmentation (Q)
|
98% |
6489
105.5 IPS |
|
Pose Estimation (SP)
|
100% |
51059
59.6 IPS |
|
Pose Estimation (HP)
|
100% |
163723
191.0 IPS |
|
Pose Estimation (Q)
|
96% |
45877
53.8 IPS |
|
Object Detection (SP)
|
100% |
4700
372.8 IPS |
|
Object Detection (HP)
|
100% |
10940
867.8 IPS |
|
Object Detection (Q)
|
84% |
5034
406.0 IPS |
|
Face Detection (SP)
|
100% |
12669
150.5 IPS |
|
Face Detection (HP)
|
100% |
22205
263.8 IPS |
|
Face Detection (Q)
|
97% |
12457
148.5 IPS |
|
Depth Estimation (SP)
|
100% |
26102
201.1 IPS |
|
Depth Estimation (HP)
|
99% |
54584
420.5 IPS |
|
Depth Estimation (Q)
|
77% |
21804
174.4 IPS |
|
Style Transfer (SP)
|
100% |
97195
124.9 IPS |
|
Style Transfer (HP)
|
100% |
249596
320.9 IPS |
|
Style Transfer (Q)
|
98% |
84622
109.1 IPS |
|
Image Super-Resolution (SP)
|
100% |
19109
705.6 IPS |
|
Image Super-Resolution (HP)
|
100% |
33924
1.25 KIPS |
|
Image Super-Resolution (Q)
|
99% |
14456
535.3 IPS |
|
Text Classification (SP)
|
100% |
2954
3.94 KIPS |
|
Text Classification (HP)
|
99% |
3624
4.84 KIPS |
|
Text Classification (Q)
|
97% |
1483
1.99 KIPS |
|
Machine Translation (SP)
|
100% |
2596
44.7 IPS |
|
Machine Translation (HP)
|
100% |
2763
47.6 IPS |
|
Machine Translation (Q)
|
70% |
1243
23.3 IPS |