Upload Date | November 10 2024 10:56 PM |
Views | 1 |
AI Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 4070 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Pro (64-bit) |
Model | Gigabyte Technology Co., Ltd. A520I AC |
Motherboard | Gigabyte Technology Co., Ltd. A520I AC |
Power Plan | Alto rendimiento |
CPU Information | |
---|---|
Name | AMD Ryzen 7 5700X |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 25 Model 33 Stepping 2 |
Base Frequency | 3.40 GHz |
Cluster 1 | 8 Cores |
Memory Information | |
---|---|
Size | 16.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
8792
1.64 KIPS |
|
Image Classification (HP)
|
99% |
12688
2.37 KIPS |
|
Image Classification (Q)
|
100% |
7710
1.43 KIPS |
|
Image Segmentation (SP)
|
100% |
13937
225.9 IPS |
|
Image Segmentation (HP)
|
100% |
16888
273.8 IPS |
|
Image Segmentation (Q)
|
98% |
12783
207.9 IPS |
|
Pose Estimation (SP)
|
100% |
150345
175.4 IPS |
|
Pose Estimation (HP)
|
100% |
323510
377.5 IPS |
|
Pose Estimation (Q)
|
97% |
133579
156.4 IPS |
|
Object Detection (SP)
|
100% |
10894
864.1 IPS |
|
Object Detection (HP)
|
100% |
15659
1.24 KIPS |
|
Object Detection (Q)
|
88% |
9024
723.7 IPS |
|
Face Detection (SP)
|
100% |
25922
308.0 IPS |
|
Face Detection (HP)
|
100% |
35674
423.9 IPS |
|
Face Detection (Q)
|
97% |
21688
258.6 IPS |
|
Depth Estimation (SP)
|
100% |
54618
420.8 IPS |
|
Depth Estimation (HP)
|
99% |
93269
720.6 IPS |
|
Depth Estimation (Q)
|
76% |
42975
346.6 IPS |
|
Style Transfer (SP)
|
100% |
253245
325.6 IPS |
|
Style Transfer (HP)
|
100% |
524032
673.7 IPS |
|
Style Transfer (Q)
|
98% |
225362
290.6 IPS |
|
Image Super-Resolution (SP)
|
100% |
40547
1.50 KIPS |
|
Image Super-Resolution (HP)
|
100% |
49294
1.82 KIPS |
|
Image Super-Resolution (Q)
|
99% |
30697
1.14 KIPS |
|
Text Classification (SP)
|
100% |
2873
3.83 KIPS |
|
Text Classification (HP)
|
99% |
3405
4.54 KIPS |
|
Text Classification (Q)
|
97% |
1880
2.52 KIPS |
|
Machine Translation (SP)
|
100% |
3908
67.3 IPS |
|
Machine Translation (HP)
|
100% |
3931
67.7 IPS |
|
Machine Translation (Q)
|
60% |
1720
38.4 IPS |