Upload Date | November 11 2024 12:28 AM |
Views | 5 |
AI Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 4070 Ti SUPER |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | Microsoft Corporation Surface Laptop Studio |
Motherboard | Microsoft Corporation Surface Laptop Studio |
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% |
5649
1.05 KIPS |
|
Image Classification (HP)
|
99% |
6518
1.22 KIPS |
|
Image Classification (Q)
|
100% |
5180
963.3 IPS |
|
Image Segmentation (SP)
|
100% |
6337
102.7 IPS |
|
Image Segmentation (HP)
|
100% |
6794
110.1 IPS |
|
Image Segmentation (Q)
|
98% |
6072
98.7 IPS |
|
Pose Estimation (SP)
|
100% |
150290
175.4 IPS |
|
Pose Estimation (HP)
|
100% |
294159
343.2 IPS |
|
Pose Estimation (Q)
|
97% |
137678
161.2 IPS |
|
Object Detection (SP)
|
100% |
6961
552.1 IPS |
|
Object Detection (HP)
|
100% |
8197
650.2 IPS |
|
Object Detection (Q)
|
89% |
6105
488.8 IPS |
|
Face Detection (SP)
|
100% |
16682
198.2 IPS |
|
Face Detection (HP)
|
100% |
18928
224.9 IPS |
|
Face Detection (Q)
|
97% |
15320
182.7 IPS |
|
Depth Estimation (SP)
|
100% |
52305
403.0 IPS |
|
Depth Estimation (HP)
|
99% |
78101
601.7 IPS |
|
Depth Estimation (Q)
|
76% |
41988
338.7 IPS |
|
Style Transfer (SP)
|
100% |
250388
321.9 IPS |
|
Style Transfer (HP)
|
100% |
428054
550.3 IPS |
|
Style Transfer (Q)
|
98% |
225239
290.4 IPS |
|
Image Super-Resolution (SP)
|
100% |
30412
1.12 KIPS |
|
Image Super-Resolution (HP)
|
100% |
34655
1.28 KIPS |
|
Image Super-Resolution (Q)
|
99% |
24481
906.5 IPS |
|
Text Classification (SP)
|
100% |
1949
2.60 KIPS |
|
Text Classification (HP)
|
99% |
2071
2.76 KIPS |
|
Text Classification (Q)
|
97% |
1393
1.87 KIPS |
|
Machine Translation (SP)
|
100% |
1652
28.5 IPS |
|
Machine Translation (HP)
|
100% |
1654
28.5 IPS |
|
Machine Translation (Q)
|
60% |
992
22.1 IPS |