Upload Date | August 15 2024 11:38 PM |
Views | 4 |
AI Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 3070 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Pro (64-bit) |
Model | Gigabyte Technology Co., Ltd. X399 AORUS Gaming 7 |
Motherboard | Gigabyte Technology Co., Ltd. X399 AORUS Gaming 7 |
Power Plan | High performance |
CPU Information | |
---|---|
Name | AMD Ryzen Threadripper 1950X |
Topology | 1 Processor, 16 Cores, 32 Threads |
Identifier | AuthenticAMD Family 23 Model 1 Stepping 1 |
Base Frequency | 3.60 GHz |
Cluster 1 | 16 Cores |
Memory Information | |
---|---|
Size | 32.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
6098
1.13 KIPS |
|
Image Classification (HP)
|
99% |
8420
1.57 KIPS |
|
Image Classification (Q)
|
100% |
4499
836.7 IPS |
|
Image Segmentation (SP)
|
100% |
6815
110.5 IPS |
|
Image Segmentation (HP)
|
100% |
7978
129.3 IPS |
|
Image Segmentation (Q)
|
98% |
5854
95.2 IPS |
|
Pose Estimation (SP)
|
100% |
97335
113.6 IPS |
|
Pose Estimation (HP)
|
100% |
260328
303.8 IPS |
|
Pose Estimation (Q)
|
97% |
80062
93.8 IPS |
|
Object Detection (SP)
|
100% |
7201
571.2 IPS |
|
Object Detection (HP)
|
100% |
9677
767.6 IPS |
|
Object Detection (Q)
|
88% |
5595
448.7 IPS |
|
Face Detection (SP)
|
100% |
14923
177.3 IPS |
|
Face Detection (HP)
|
100% |
19608
233.0 IPS |
|
Face Detection (Q)
|
97% |
11730
139.9 IPS |
|
Depth Estimation (SP)
|
100% |
41296
318.2 IPS |
|
Depth Estimation (HP)
|
99% |
72670
559.9 IPS |
|
Depth Estimation (Q)
|
69% |
26241
222.3 IPS |
|
Style Transfer (SP)
|
100% |
160322
206.1 IPS |
|
Style Transfer (HP)
|
100% |
362620
466.2 IPS |
|
Style Transfer (Q)
|
98% |
129014
166.4 IPS |
|
Image Super-Resolution (SP)
|
100% |
25670
947.9 IPS |
|
Image Super-Resolution (HP)
|
100% |
31729
1.17 KIPS |
|
Image Super-Resolution (Q)
|
99% |
16034
593.7 IPS |
|
Text Classification (SP)
|
100% |
2124
2.84 KIPS |
|
Text Classification (HP)
|
99% |
2521
3.36 KIPS |
|
Text Classification (Q)
|
97% |
1231
1.65 KIPS |
|
Machine Translation (SP)
|
100% |
1768
30.4 IPS |
|
Machine Translation (HP)
|
100% |
1709
29.4 IPS |
|
Machine Translation (Q)
|
60% |
851
19.0 IPS |