Upload Date | December 23 2024 09:27 AM |
Views | 2 |
AI Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 3070 Laptop GPU |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | LENOVO 82RF |
Motherboard | LENOVO LNVNB161216 |
Power Plan | Bilanciato |
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 | 32.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
4322
803.7 IPS |
|
Image Classification (HP)
|
99% |
9422
1.76 KIPS |
|
Image Classification (Q)
|
100% |
3350
623.0 IPS |
|
Image Segmentation (SP)
|
100% |
7373
119.5 IPS |
|
Image Segmentation (HP)
|
100% |
12177
197.4 IPS |
|
Image Segmentation (Q)
|
98% |
6257
101.7 IPS |
|
Pose Estimation (SP)
|
100% |
39872
46.5 IPS |
|
Pose Estimation (HP)
|
100% |
156631
182.8 IPS |
|
Pose Estimation (Q)
|
96% |
34571
40.5 IPS |
|
Object Detection (SP)
|
100% |
5128
406.7 IPS |
|
Object Detection (HP)
|
100% |
9180
728.2 IPS |
|
Object Detection (Q)
|
85% |
3710
298.7 IPS |
|
Face Detection (SP)
|
100% |
12626
150.0 IPS |
|
Face Detection (HP)
|
100% |
18048
214.4 IPS |
|
Face Detection (Q)
|
97% |
9773
116.5 IPS |
|
Depth Estimation (SP)
|
100% |
21734
167.5 IPS |
|
Depth Estimation (HP)
|
99% |
47072
362.7 IPS |
|
Depth Estimation (Q)
|
77% |
16849
134.7 IPS |
|
Style Transfer (SP)
|
100% |
85460
109.9 IPS |
|
Style Transfer (HP)
|
100% |
223281
287.0 IPS |
|
Style Transfer (Q)
|
98% |
69023
89.0 IPS |
|
Image Super-Resolution (SP)
|
100% |
15779
582.6 IPS |
|
Image Super-Resolution (HP)
|
100% |
30360
1.12 KIPS |
|
Image Super-Resolution (Q)
|
99% |
8561
317.0 IPS |
|
Text Classification (SP)
|
100% |
2645
3.53 KIPS |
|
Text Classification (HP)
|
100% |
3279
4.38 KIPS |
|
Text Classification (Q)
|
97% |
1229
1.65 KIPS |
|
Machine Translation (SP)
|
100% |
1250
21.5 IPS |
|
Machine Translation (HP)
|
100% |
1728
29.8 IPS |
|
Machine Translation (Q)
|
70% |
427
8.01 IPS |