Upload Date | January 06 2025 12:18 AM |
Views | 3 |
AI Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce GTX 1070 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Home (64-bit) |
Model | Micro-Star International Co., Ltd. MS-7B61 |
Motherboard | Micro-Star International Co., Ltd. Z370 GAMING PLUS (MS-7B61) |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i7-8700K |
Topology | 1 Processor, 6 Cores, 12 Threads |
Identifier | GenuineIntel Family 6 Model 158 Stepping 10 |
Base Frequency | 3.70 GHz |
Cluster 1 | 6 Cores |
Memory Information | |
---|---|
Size | 16.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
1915
356.1 IPS |
|
Image Classification (HP)
|
100% |
3223
599.3 IPS |
|
Image Classification (Q)
|
99% |
1773
330.6 IPS |
|
Image Segmentation (SP)
|
100% |
4599
74.6 IPS |
|
Image Segmentation (HP)
|
100% |
4420
71.6 IPS |
|
Image Segmentation (Q)
|
98% |
3869
62.9 IPS |
|
Pose Estimation (SP)
|
100% |
51958
60.6 IPS |
|
Pose Estimation (HP)
|
100% |
28575
33.3 IPS |
|
Pose Estimation (Q)
|
96% |
40821
47.8 IPS |
|
Object Detection (SP)
|
100% |
2297
182.2 IPS |
|
Object Detection (HP)
|
100% |
3870
306.9 IPS |
|
Object Detection (Q)
|
84% |
2095
168.9 IPS |
|
Face Detection (SP)
|
100% |
4829
57.4 IPS |
|
Face Detection (HP)
|
100% |
7620
90.5 IPS |
|
Face Detection (Q)
|
97% |
4471
53.3 IPS |
|
Depth Estimation (SP)
|
100% |
16455
126.8 IPS |
|
Depth Estimation (HP)
|
99% |
15501
119.8 IPS |
|
Depth Estimation (Q)
|
78% |
12792
102.1 IPS |
|
Style Transfer (SP)
|
100% |
85608
110.1 IPS |
|
Style Transfer (HP)
|
100% |
49608
63.8 IPS |
|
Style Transfer (Q)
|
98% |
64863
83.6 IPS |
|
Image Super-Resolution (SP)
|
100% |
14984
553.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
11892
439.1 IPS |
|
Image Super-Resolution (Q)
|
99% |
9291
344.0 IPS |
|
Text Classification (SP)
|
100% |
1412
1.88 KIPS |
|
Text Classification (HP)
|
100% |
1842
2.46 KIPS |
|
Text Classification (Q)
|
97% |
917
1.23 KIPS |
|
Machine Translation (SP)
|
100% |
2401
41.4 IPS |
|
Machine Translation (HP)
|
96% |
2339
40.5 IPS |
|
Machine Translation (Q)
|
70% |
1206
22.6 IPS |