User | jbean |
Upload Date | April 19 2025 12:01 AM |
Views | 4 |
AI Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 4070 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | Micro-Star International Co., Ltd. MS-7E07 |
Motherboard | Micro-Star International Co., Ltd. PRO Z790-A WIFI (MS-7E07) |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i7-12700KF |
Topology | 1 Processor, 12 Cores, 20 Threads |
Identifier | GenuineIntel Family 6 Model 151 Stepping 2 |
Base Frequency | 3.60 GHz |
Cluster 1 | 8 Cores |
Cluster 2 | 4 Cores |
Memory Information | |
---|---|
Size | 32.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
10007
1.86 KIPS |
|
Image Classification (HP)
|
99% |
15457
2.88 KIPS |
|
Image Classification (Q)
|
100% |
8901
1.66 KIPS |
|
Image Segmentation (SP)
|
100% |
18501
299.9 IPS |
|
Image Segmentation (HP)
|
100% |
23024
373.2 IPS |
|
Image Segmentation (Q)
|
98% |
16088
261.6 IPS |
|
Pose Estimation (SP)
|
100% |
147010
171.5 IPS |
|
Pose Estimation (HP)
|
100% |
343954
401.3 IPS |
|
Pose Estimation (Q)
|
96% |
131323
153.9 IPS |
|
Object Detection (SP)
|
100% |
12728
1.01 KIPS |
|
Object Detection (HP)
|
100% |
19509
1.55 KIPS |
|
Object Detection (Q)
|
85% |
10908
878.1 IPS |
|
Face Detection (SP)
|
100% |
35023
416.2 IPS |
|
Face Detection (HP)
|
100% |
49496
588.1 IPS |
|
Face Detection (Q)
|
97% |
29615
353.1 IPS |
|
Depth Estimation (SP)
|
100% |
62568
482.0 IPS |
|
Depth Estimation (HP)
|
99% |
102957
793.2 IPS |
|
Depth Estimation (Q)
|
78% |
49659
396.5 IPS |
|
Style Transfer (SP)
|
100% |
254656
327.4 IPS |
|
Style Transfer (HP)
|
100% |
544934
700.5 IPS |
|
Style Transfer (Q)
|
98% |
225631
290.9 IPS |
|
Image Super-Resolution (SP)
|
100% |
43970
1.62 KIPS |
|
Image Super-Resolution (HP)
|
100% |
53387
1.97 KIPS |
|
Image Super-Resolution (Q)
|
99% |
31203
1.16 KIPS |
|
Text Classification (SP)
|
100% |
3480
4.64 KIPS |
|
Text Classification (HP)
|
99% |
4261
5.69 KIPS |
|
Text Classification (Q)
|
97% |
2190
2.93 KIPS |
|
Machine Translation (SP)
|
100% |
4838
83.3 IPS |
|
Machine Translation (HP)
|
100% |
5368
92.5 IPS |
|
Machine Translation (Q)
|
70% |
2337
43.8 IPS |