Upload Date | December 26 2024 12:07 PM |
Views | 2 |
AI Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 3070 Laptop GPU |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home Single Language (64-bit) |
Model | Micro-Star International Co., Ltd. Katana GF76 11UG |
Motherboard | Micro-Star International Co., Ltd. MS-17L1 |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i7-11800H |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | GenuineIntel Family 6 Model 141 Stepping 1 |
Base Frequency | 2.30 GHz |
Cluster 1 | 8 Cores |
Memory Information | |
---|---|
Size | 32.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
6380
1.19 KIPS |
|
Image Classification (HP)
|
99% |
9827
1.83 KIPS |
|
Image Classification (Q)
|
100% |
4743
882.1 IPS |
|
Image Segmentation (SP)
|
100% |
9624
156.0 IPS |
|
Image Segmentation (HP)
|
100% |
13932
225.8 IPS |
|
Image Segmentation (Q)
|
98% |
7812
127.0 IPS |
|
Pose Estimation (SP)
|
100% |
71239
83.1 IPS |
|
Pose Estimation (HP)
|
100% |
218955
255.5 IPS |
|
Pose Estimation (Q)
|
96% |
59192
69.4 IPS |
|
Object Detection (SP)
|
100% |
7404
587.3 IPS |
|
Object Detection (HP)
|
100% |
12676
1.01 KIPS |
|
Object Detection (Q)
|
85% |
5855
471.4 IPS |
|
Face Detection (SP)
|
100% |
18063
214.6 IPS |
|
Face Detection (HP)
|
100% |
27861
331.1 IPS |
|
Face Detection (Q)
|
97% |
14409
171.8 IPS |
|
Depth Estimation (SP)
|
100% |
35033
269.9 IPS |
|
Depth Estimation (HP)
|
99% |
73373
565.3 IPS |
|
Depth Estimation (Q)
|
77% |
24998
200.1 IPS |
|
Style Transfer (SP)
|
100% |
120748
155.2 IPS |
|
Style Transfer (HP)
|
100% |
341158
438.6 IPS |
|
Style Transfer (Q)
|
98% |
100166
129.2 IPS |
|
Image Super-Resolution (SP)
|
100% |
24144
891.5 IPS |
|
Image Super-Resolution (HP)
|
100% |
35728
1.32 KIPS |
|
Image Super-Resolution (Q)
|
99% |
14793
547.8 IPS |
|
Text Classification (SP)
|
100% |
2614
3.49 KIPS |
|
Text Classification (HP)
|
99% |
3322
4.43 KIPS |
|
Text Classification (Q)
|
97% |
1240
1.66 KIPS |
|
Machine Translation (SP)
|
100% |
3080
53.1 IPS |
|
Machine Translation (HP)
|
100% |
3068
52.8 IPS |
|
Machine Translation (Q)
|
70% |
1241
23.3 IPS |