| User | diaolingxiaoke |
| Upload Date | September 30 2024 12:53 AM |
| Views | 5 |
| AI Information | |
|---|---|
| Framework | ONNX |
| Backend | DirectML |
| Device | NVIDIA GeForce RTX 3060 Laptop GPU |
| System Information | |
|---|---|
| Operating System | Microsoft Windows 11 Insider Preview (64-bit) |
| Model | Dell Inc. Dell G15 5520 |
| Motherboard | Dell Inc. 05J7DY |
| CPU Information | |
|---|---|
| Name | Intel Core i7-12700H |
| Topology | 1 Processor, 14 Cores, 20 Threads |
| Identifier | GenuineIntel Family 6 Model 154 Stepping 3 |
| Base Frequency | 2.30 GHz |
| Cluster 1 | 6 Cores |
| Cluster 2 | 8 Cores |
| Memory Information | |
|---|---|
| Size | 16.00 GB |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (SP)
|
100% |
4452
827.9 IPS |
|
|
Image Classification (HP)
|
99% |
7393
1.38 KIPS |
|
|
Image Classification (Q)
|
100% |
3344
621.8 IPS |
|
|
Image Segmentation (SP)
|
100% |
7349
119.1 IPS |
|
|
Image Segmentation (HP)
|
100% |
10563
171.2 IPS |
|
|
Image Segmentation (Q)
|
98% |
6002
97.6 IPS |
|
|
Pose Estimation (SP)
|
100% |
61285
71.5 IPS |
|
|
Pose Estimation (HP)
|
100% |
165528
193.1 IPS |
|
|
Pose Estimation (Q)
|
97% |
50662
59.3 IPS |
|
|
Object Detection (SP)
|
100% |
5462
433.3 IPS |
|
|
Object Detection (HP)
|
100% |
9657
766.0 IPS |
|
|
Object Detection (Q)
|
89% |
4216
337.6 IPS |
|
|
Face Detection (SP)
|
100% |
12613
149.9 IPS |
|
|
Face Detection (HP)
|
100% |
19126
227.3 IPS |
|
|
Face Detection (Q)
|
97% |
9675
115.4 IPS |
|
|
Depth Estimation (SP)
|
100% |
28057
216.2 IPS |
|
|
Depth Estimation (HP)
|
99% |
53700
414.9 IPS |
|
|
Depth Estimation (Q)
|
76% |
19496
157.1 IPS |
|
|
Style Transfer (SP)
|
100% |
102515
131.8 IPS |
|
|
Style Transfer (HP)
|
100% |
278549
358.1 IPS |
|
|
Style Transfer (Q)
|
98% |
85230
109.9 IPS |
|
|
Image Super-Resolution (SP)
|
100% |
18258
674.2 IPS |
|
|
Image Super-Resolution (HP)
|
100% |
31020
1.15 KIPS |
|
|
Image Super-Resolution (Q)
|
99% |
11742
434.8 IPS |
|
|
Text Classification (SP)
|
100% |
2181
2.91 KIPS |
|
|
Text Classification (HP)
|
99% |
2675
3.57 KIPS |
|
|
Text Classification (Q)
|
97% |
1047
1.40 KIPS |
|
|
Machine Translation (SP)
|
100% |
2431
41.9 IPS |
|
|
Machine Translation (HP)
|
100% |
2498
43.0 IPS |
|
|
Machine Translation (Q)
|
60% |
954
21.3 IPS |